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Paper Citation Record · LEDGER

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation

As of 17 August 2026, this Paper Citation Record lists 95 of 95 outbound references and 1 inbound Pith citation observation for arXiv:2605.30000.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2605.30000 v2

Coverage vector

measured 95 of 95 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T07:24:06.863653Z

measured 96 of 96 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T08:44:29.190327Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

95 of 95 outbound references displayed

  • verified exact21
  • verified fuzzy0
  • unresolved74
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b75bf70c-3557-4a29-8c54-d7a0adb0fb06 · outbound

This paper cites Claude builds visuals.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Claude builds visuals

Reference 1

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:16f2ab347f6e0cc1ca56b8b3b13883dc5dcea1d5f151581b786d493bf294399a

Observation 9b5e0809-a904-4547-a8b0-97c58367406f · outbound

This paper cites Claude opus 4.6.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Claude opus 4.6

Reference 2

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:4a1dcd3ded4194c8e33312c7fedfbdfe73ff259918b1d63b0742dda5e51bdb74

Observation 5a075278-ec3e-40ec-a59b-48ed671b16d0 · outbound

This paper cites Claude opus 4.7.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Claude opus 4.7

Reference 3

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:faefa30a419f6783e67987462c35dbe5b8e497e8e2787645802060d91b25d057

Observation e119b304-c1d7-470c-8f93-37020a194a6e · outbound

This paper cites arXiv preprint arXiv:2509.24709 , year =.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation arXiv preprint arXiv:2509.24709 , year =

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-06-29T08:53:16.575149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:ff9fa4df946b39aa4e2e386683ec24539d746f9bf54cfb7e0c85debb6b1e07d2

Observation 0e6525a7-6d07-4459-bc22-3750383e55e7 · outbound

This paper cites DeepSeek-V4.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation DeepSeek-V4

Reference 5

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:d2b0d74fd10bda760d8a3d186991bf2efaa51b722d5efb347793657694336f5f

Observation 10f49bb3-e083-4756-99ec-10c5a062f11b · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:4d5e0b880d85754bcbb148805bb3e887b1e84e2ee84a2dc9f37db4b7c797af29

Observation 0b34b831-eed7-4eaf-ba80-772772ce9429 · outbound

This paper cites Gemini 3.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Gemini 3

Reference 7

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:a0aff6df9a191bfc2c72049bbfdb4e9f60b98e89bf5c4d4c3798126415b0364a

Observation 3638c2cf-e29b-43a0-9f34-c9c358387d7d · outbound

This paper cites Gemini 3.1 Pro.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Gemini 3.1 Pro

Reference 8

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:9ec5d2c74cbb572c418a569c49c8650b8c433e8060bc5099a75e40f0909c5115

Observation 578c8443-067a-4cdf-9eff-bb5a2f9c860a · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:2e8a5771de5401458523d3e0b6f6e1f102dea3c6c32b1cfac454c332d469c639

Observation 3bc6480e-5ee0-414e-96fe-1389fa8165fe · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:8363fdfacdc707f29a13ccac22d85a796f7d5879d579234288c866062564991b

Observation 1966804e-7004-4434-be4c-e3732c725cea · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:5070b896b963f09023765fa6dbf116408390cb7bea8f65cb291e493e2b934275

Observation a84f4978-da98-4e9d-8035-99ec3dbf63fa · outbound

This paper cites Vision2Web: A Hierarchical Benchmark for Visual Website Development with Agent Verification.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Vision2Web: A Hierarchical Benchmark for Visual Website Development with Agent Verification

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-07-21T02:21:34.388156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:b3b4c76cb324af752f4cc30bb2af28bdad8b1ee09d9670f68d13054d0e054b14

Observation 7f67039e-6fbf-438a-ab82-ba6c45131e25 · outbound

This paper cites UI-Bench: A Benchmark for Evaluating Design Capabilities of AI Text-to-App Tools.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation UI-Bench: A Benchmark for Evaluating Design Capabilities of AI Text-to-App Tools

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-06-29T08:53:16.572734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:2691a93317f70f0a9bfd7dd83d25d125942e47684a29a604d90662265716119e

Observation b41cba33-aabd-437b-83b5-aa50c67867c0 · outbound

This paper cites arXiv preprint arXiv:2603.25226 , year=.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation arXiv preprint arXiv:2603.25226 , year=

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-06-29T08:53:16.577451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:ab21c0a982ff7ed9fc470c0be5983ff8ddb5ee375dd24a392ffe423ac44af8f2

Observation 00e451c1-8baa-43a9-8412-82fc74286ad9 · outbound

This paper cites Theoremexplainagent: Towards video-based multimodal explanations for LLM theorem understanding.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Theoremexplainagent: Towards video-based multimodal explanations for LLM theorem understanding

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-06-29T08:53:16.552998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:78f2dbffeed6cea11c3b49160dfcbcc4d3bc30691c084fdceda0961072d9b5ba

Observation ad7daac3-5a1a-48f3-8ed9-8679d122767b · outbound

This paper cites Unlocking the conversion of Web Screenshots into HTML Code with the WebSight Dataset.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unlocking the conversion of Web Screenshots into HTML Code with the WebSight Dataset

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-06-29T08:53:16.530550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:d696a884bcd9167d4a39e470988871302ff27598e869fa4837d0ffef623dcb61

Observation 7bcbcf1b-1e6f-4346-bef5-209375ccbdb2 · outbound

This paper cites WebCompass: Towards Multimodal Web Coding Evaluation for Code Language Models.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation WebCompass: Towards Multimodal Web Coding Evaluation for Code Language Models

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-06-29T08:53:16.560571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:1b5ea30b7fb53ae7fd0054e17d8838ac5a9714eaef0537d97e3d9c191845c734

Observation 8b70aded-dec5-4b39-bff5-d8e3a5858c1b · outbound

This paper cites 2025 , month = nov, eprint =.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation 2025 , month = nov, eprint =

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-06-29T08:53:16.538118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:82ee6a363a9affe91d0f4c84cbf53ab8cd2628d80c746eeb9eacd57e2bc0fe6d

Observation ea66049f-6fd0-4cc6-8b2d-7f044879ef4a · outbound

This paper cites WebCoderBench: Benchmarking Web Application Generation with Comprehensive and Interpretable Evaluation Metrics.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation WebCoderBench: Benchmarking Web Application Generation with Comprehensive and Interpretable Evaluation Metrics

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-08-03T02:11:55.899214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:2f053116b3745d29c591fe708af0f73db7d462aecbe09e1477d06a8a25f20958

Observation f7039c47-6d8b-4b1c-9bb6-b6fde9cde118 · outbound

This paper cites WebGen-Bench: Evaluating LLMs on Generating Interactive and Functional Websites from Scratch.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation WebGen-Bench: Evaluating LLMs on Generating Interactive and Functional Websites from Scratch

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-06-29T08:53:16.533156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:8410b7dcb3327a68703289b0cf003a09ecceed315e2deaa90b67c17d017706c5

Observation 602bb38c-b6bf-4247-b4c8-26ed0b9a6a77 · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-06-29T08:53:16.545526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:8f086a90222c3cb6b2633d4256330689f8d5d755011797ac1c7da86a5e16235d

Observation a543248c-337d-4371-9f72-7dc90a886dee · outbound

This paper cites Kimi K2.6.https://www.kimi.com/blog/kimi-k2-6, 2026.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Kimi K2.6.https://www.kimi.com/blog/kimi-k2-6, 2026

Reference 22

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:a444050411b13d8070e31a70788da449edb5d3fd287c68bd1c21877503fb7f71

Observation c79645c0-3806-4a01-9feb-a01062dbb453 · outbound

This paper cites Introducing GPT-5.4.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Introducing GPT-5.4

Reference 23

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:a133a7068076c640f01066ea90c79447024c3ab05ab93ed58ae9c5161bd9602e

Observation 24d1c797-8862-41c0-9ab5-01b604b99f2f · outbound

This paper cites Introducing GPT-5.4.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Introducing GPT-5.4

Reference 24

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:e2284f7645c3acbda433f4ab423594e9e47a848f4b26755565549816d891364b

Observation 94631fe9-7980-499b-bc69-2648b3e0bfd3 · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:b1a441b5feff56062eb6b6340c1cf1f105a3c113dfd503d70a0e7752e044af80

Observation 052df3b3-022a-4d42-b03f-4ddcbf980d3e · outbound

This paper cites PlayCoder: Making LLM-Generated GUI Code Playable.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation PlayCoder: Making LLM-Generated GUI Code Playable

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-06-29T08:53:16.550596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:e28852e6e796806031ed281534c77e19b753d3cf22726ecfe1eceb89ac6baceb

Observation 025c1a9e-8287-4e74-83ac-e235a4b47454 · outbound

This paper cites Robertson.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Robertson

Reference 27

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:a463959c1c618e955ee271a5d813702990b1dbf246d175b8f893febc55e61414

Observation ee96066c-33ec-43e5-b0f4-002e5a907b48 · outbound

This paper cites Sadowski and G.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Sadowski and G

Reference 28

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:0c70cb6988502480dd977322f56e1a30c769608d89d18c99fb9981382d624581

Observation 79d348aa-71ef-4191-92e0-8d3271b65892 · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:7afac1ee89e00c85fc9a70e539049fe5588b7a4b9a3abbe5bc074ccd56dc5542

Observation 641887d6-c886-44db-aa80-13e1e91556ec · outbound

This paper cites FullFront: Benchmarking MLLMs Across the Full Front-End Engineering Workflow.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation FullFront: Benchmarking MLLMs Across the Full Front-End Engineering Workflow

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-06-29T08:53:16.527879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:93a357972785321b16a80cda19b84027cd3b9fa4bccfa3ddeb45a0295d43b4f7

Observation e9c62677-943b-4b92-b7d8-7a344c0c0013 · outbound

This paper cites MRWeb: An Exploration of Generating Multi-Page Resource-Aware Web Code from UI Designs.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation MRWeb: An Exploration of Generating Multi-Page Resource-Aware Web Code from UI Designs

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-06-29T08:53:16.535533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:9f28319863cb4faf10a5030f5224f456da50064507cbe38626894b5cf3bd62d3

Observation 8b345846-e7f4-452a-941d-dc2cc3274d5f · outbound

This paper cites Wu, Y .-H.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Wu, Y .-H

Reference 32

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:deb38b184327d297d8e3c6898c8e85120ee1ca84c954f7fda1dacf866b45350d

Observation a92bd922-ae5f-41c2-8514-ffe4345995a3 · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-06-29T08:53:16.543201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:5b6a27ee7c5aca3a7c58ec3988282fd896fb7b175c47a7aa0fd9e949cee6eb38

Observation fca25561-ad99-40b5-a3be-54142e2a77bd · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:1ee50d980503a55ab80027f53c0e9ab57ac93e3e5e1ebd4a2f951a63e18b2002

Observation bd6b0d4e-7ba2-4fd7-9f17-3bef83ac16b2 · outbound

This paper cites arXiv preprint arXiv:2506.06251 , year=.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation arXiv preprint arXiv:2506.06251 , year=

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-06-29T08:53:16.567919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:7d1ab8d9742dcc62ecd45a5297a15331790f08e94394ad3ab951abe8b4c035fe

Observation 57dbc462-3500-4965-a95e-128e4db52c9b · outbound

This paper cites Mimo V2 Pro.https://mimo.xiaomi.com/mimo-v2-pro, 2026.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Mimo V2 Pro.https://mimo.xiaomi.com/mimo-v2-pro, 2026

Reference 36

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:b4549e91769f0440addb928e24d6a7189993747df369c4ef7436ee28584e5605

Observation 77d4ae97-5361-4974-87c7-d673d502a01e · outbound

This paper cites Web-Bench: A LLM Code Benchmark Based on Web Standards and Frameworks.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Web-Bench: A LLM Code Benchmark Based on Web Standards and Frameworks

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-06-29T08:53:16.565432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:ce091d8a0ebdb3aa60d325b61d4e727c389b3aba98aeb341860cf2c08919fd86

Observation ea19b0c7-fd67-49ee-9ced-2f9399ea3c69 · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-06-29T08:53:16.562975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:69cb9e36ec18f119437129a09ee8d042fd4b1b771963ea8f8f29f59a76ea3439

Observation 93468a1a-8e36-4b14-b0a8-da52e18ad7fe · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:afa7485551522f75c932210cc9f45e42cccf82d24d105b4895168ff7f8117a5b

Observation 44a2064e-c7d1-45a3-8ba6-90ab8ae3ef07 · outbound

This paper cites Artifactsbench: Bridging the visual-interactive gap in llm code generation evaluation.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Artifactsbench: Bridging the visual-interactive gap in llm code generation evaluation

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-06-29T08:53:16.558116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:5e3703c9f0760753a020efb012d12a497da001f3d4cb9d7564a2e899b685cee6

Observation 2e635d3b-f948-40dc-a385-4ad7d9c55084 · outbound

This paper cites MiniAppBench: Evaluating the Shift from Text to Interactive HTML Responses in LLM-Powered Assistants.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation MiniAppBench: Evaluating the Shift from Text to Interactive HTML Responses in LLM-Powered Assistants

Reference 41

Resolution
verified exact
local_arxiv, observed 2026-06-29T08:53:16.555428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:a382c3bf3713e1438a3fadad195460b8f393a3af2f9fe7af35e42139e33f91d2

Observation 1ef028d9-6fdd-43e5-a342-23a18959c51a · outbound

This paper cites GLM-5.1.https://z.ai/blog/glm-5.1, 2026.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation GLM-5.1.https://z.ai/blog/glm-5.1, 2026

Reference 42

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unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:8ce84eb69834633bd003c92cbe2a6bd3c7e45092633b43c530d22233034be84c

Observation a52155c3-6b6a-49db-856e-a13fa93a26cb · outbound

This paper cites FrontendBench: A Benchmark for Evaluating LLMs on Front-End Development via Automatic Evaluation.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation FrontendBench: A Benchmark for Evaluating LLMs on Front-End Development via Automatic Evaluation

Reference 43

Resolution
verified exact
arxiv_id, observed 2026-06-29T08:53:16.548004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:dde12b7ae1e441cfa9fe4b1ee187e964954f99a287f0e555504e04c39932e8cd

Observation ab037853-25e1-45ba-b14b-77735bfc7df7 · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:e34daec3ea7c4301be9f83a55cd89f3d118cbf1fd5236770d0d8949d472cb9a4

Observation 5f963ad9-6671-419b-9381-f4ebd208acd2 · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:4acd8355262eb2bc6040175f87e76aa0cca04318d30f3dc9019cdc77bf517dba

Observation 4fce5a56-ce7f-4807-8e26-9c6f14a36c88 · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:54080609cf9165e2ef8a834852894cf8b053ab4e301bc727f24f6cb4736065c2

Observation 50862981-cc74-4e56-9a30-84512250c012 · outbound

This paper cites If no visible change occurred, say so explicitly.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation If no visible change occurred, say so explicitly

Reference 47

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:781692524fa3c1f680aeb01dcbea9e6e7a0e03c8568a9665e15b109b1ea63b52

Observation 55fb6b05-d702-41da-b1e5-768a27be5986 · outbound

This paper cites no change observed.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation no change observed

Reference 48

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:bc23d9f653f505a2d22049c38e54d21c8c5afd512a655161eda456427cc9c4bd

Observation 3c2096b3-774d-4e85-a5ff-6649a74bde41 · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:c38cd94b9957f9ef141735770956e42fadde673db3eb2339217a2ddc5d3312a8

Observation 2c93add5-751a-4a4a-aa02-df465c45946a · outbound

This paper cites If still broken, exit immediately and report it in your overall_observation -- do not attempt workarounds.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation If still broken, exit immediately and report it in your overall_observation -- do not attempt workarounds

Reference 50

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:c2301ac7083621173cd634da7c26bfe0d0ef7ed1f246f7db596213ef53de5aa8

Observation f24e8fc0-eb41-47c0-b201-d3c2391eab41 · outbound

This paper cites Do NOT document or comment on any programming language mismatch -- just test what is in front of you.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Do NOT document or comment on any programming language mismatch -- just test what is in front of you

Reference 51

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:4e868f426c6da7dba0a6707e2f73dd507dbe54520e76e0726f81c499858991f2

Observation 8ccf6995-7231-46e9-8ab3-683e56957727 · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 52

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:0d40565990a138adeba077220d863e39fb0a6cb044b4ab2689e1c40f27fc8bf2

Observation 11bde872-e9af-4be7-bcd9-fc78b18206c9 · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:d6611b6ed2e5632b65911f28ab0d278b05792f60f9236099aa81947738a61371

Observation cccb1801-3b51-4fb5-b5e1-691661dd114f · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:ab04cdcc6cc5e2551839b0fb48209603f1097b7c3d1c135e9859c5aaefccd00d

Observation 321fc1b3-bff4-4ba3-ac47-c4f0466613e0 · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:c2292cbe381c77bf5cf52d710f57e6d1325222698c524d5260dce9aee774ff1e

Observation b0483383-a3e2-4789-8348-fda29f8f0af7 · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:2897ae0699c97d3ee0bc666fdc275ab11fd5ca746460b50ff4c8ae4b763a0a64

Observation b952ea76-0f21-4c6c-89ae-0656ff59d89a · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:ea6175a437be70f3dccd4766170cfba3894a2c6298fba9047c85bcaa4020f4f7

Observation 8e6fb123-7e59-450b-91a0-5651000c5627 · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 58

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:c61fa2121d425fff0dca3d406960e872cb7385f878f5890d1a54af1d2767e54f

Observation fcb4bcae-1f8f-4358-93f4-1be234aae347 · outbound

This paper cites Tested 3/20 product cards, all functional.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Tested 3/20 product cards, all functional

Reference 59

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:93d47bae305a9cd0127b9a392d90b693482f8978f148c124e9b153d56ddac03a

Observation d1aa4535-c8ad-4dab-87bb-b38d21a14013 · outbound

This paper cites Actively plan your steps, prioritize core functionality, and stop testing in time to prepare output before reaching the limit.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Actively plan your steps, prioritize core functionality, and stop testing in time to prepare output before reaching the limit

Reference 60

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:4e06b3ced091ee839d0eb285a5df3c02a02d1f3233088beae4a2d91c0137eae7

Observation 2a969949-8969-485a-aa75-b615f43d8ad1 · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 61

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:c70d90d317d9c19228279839dbf9c07631d1d9dfa4c64d7de9fec128d3b802f6

Observation 2f11803e-885a-4bf0-b006-1860da45d27f · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 62

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:f2b1c1eebbfc6822f1697f178e9afb20026acf74afee6e154f4fecd329cc08e3

Observation ea24e3ca-effd-4c92-8fee-368eed7fbf31 · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 63

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:b499e44b6b58d6fa12e2b1308e80519b6c31c3e1802626a11273bee68d375f40

Observation ae0936ca-622b-42fc-84eb-d4191d39b47a · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 64

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:c33789980a808382c13b12b8050987bea6950e7a09f1339a5339a104954ff4b7

Observation 6f0809e5-7ad8-4199-acab-75d78aa486ce · outbound

This paper cites actions_performed.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation actions_performed

Reference 65

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:6f170cd5fba852d6b19a06a6a9cc78c04773f89c673ccbb609d618cff2e4e970

Observation f0a7d46d-9738-4851-8a6d-68ecd6fc1373 · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 66

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:2e6927f5a4683edbe8bfc19566a33a4985c4d997de997b675c4f4c896ec30acf

Observation 174f0569-25d4-41d9-bb09-f52e6c5890db · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 67

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:d1283d72076ae173910a812f6d7a84b15fbdcb8916e79e5128f2394131599a65

Observation 3d34432e-b436-4693-8941-e524d729d318 · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 68

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:aa8f383b49de77b1f777e56abae4a42435e1f091534628124399c040b3e80473

Observation 401b7621-766c-4b39-af8a-9f5f75117c1d · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 69

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:d0d613e04a966f200c4e132e4d9d20ebfb0ebbb9d3cf82fdfbc2865a2c1c1045

Observation aa18491e-1a1a-4810-8e01-93e59dd26266 · outbound

This paper cites start->interact->win/lose->restart/next.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation start->interact->win/lose->restart/next

Reference 70

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:4e71bd9dfb2cd16a7ee5dd69577b03e3f65226f72f7ba325fe81ac08e85759dc

Observation 30904180-eb91-4c28-8462-29970a2d7d75 · outbound

This paper cites ready to build.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation ready to build

Reference 71

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:ecc97f623cb08d8b8208b523d04b5f3b21e5ca96f6a44032968da6a72a349788

Observation 54e7b89d-8563-42f8-8374-9c813fc1b1ea · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 72

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:ed8a39e0dcdb306dae8405ba0802b4a2a102af45cb84ec561330639e3633dce7

Observation 7a60c670-1b9b-4ddf-94bd-901ea89669f2 · outbound

This paper cites functional_reason.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation functional_reason

Reference 73

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:dd4ad40f6a8e4a98c29e63934bbe95867fbc11111d7501c1f7e66866936670da

Observation f5c603fc-d648-4c68-bd13-2d7fe717672f · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 74

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:7a38fcab79feb6c4231bacf306e048b72e21070c5e0aefdc6b76501fb4e0b1eb

Observation b3ec6b2f-ddd1-4bad-999f-e7be6aa61e57 · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 75

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:8b6087d2ecf63c54bbdbeb8ae0b0335afd9353d7b0e8d36ff72a527a7f52c312

Observation e6ed77c5-f672-4cbf-9b1f-dacfefbb9f5a · outbound

This paper cites Identify:.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Identify:

Reference 76

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unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:f75045f7f8950abae0d841b6662e0ecf6cfe4385932985464a8d72eae4bcb0da

Observation d48e3493-64f7-4926-aca8-046d45eda5cf · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 77

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:827cdcaadd3037b1596fe8117851fe79c8f516463879d46a6636a4906e64c095

Observation 8718fa8c-f9e0-42d6-bc97-036d90525f20 · outbound

This paper cites could be better.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation could be better

Reference 78

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unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:d0b226536df0d46593ee261054f738f43b992b02db56e79d8b7d1b15dd0aa45a

Observation b0e9c936-e30a-42e3-bfbe-75f988e1ef90 · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 79

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:b17fd22548e52ceabe4355cf279114d0789778d7f8dcacf6876cee6861e3be5d

Observation 19c39653-e5fa-4e7e-872b-579809739c6c · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 80

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:9823a947faf5a296290b4a9e41eee9a0a90083d6e58b8421c316b8ea7c336677

Observation a99574d4-40bd-4219-a5a5-efac246e7df4 · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 81

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:a16ab49f7d62bf745c72b67813d2365d33e29c2c4a826af2dacc259223893fb6

Observation 29226261-4916-4cd2-ab20-c9872d2bd480 · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 82

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:2dd7e783dbd3ebfe6f70f79642d5432231798e7d8b24f1198ebcc2c5c90c55c3

Observation 62f6b89d-f1fa-40c8-a908-29f8a6df7e04 · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 83

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:899e2a1ffae297ff95c8956395ccadf19a7d45a5d01e56e8a932002575524c38

Observation a1d9d234-f182-4562-8d0f-7ef46a8086f4 · outbound

This paper cites functional_problems.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation functional_problems

Reference 84

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:bdf9136bb3f1110d3771af1a9b3b4960added32359ce6ea198beada6713a2a2c

Observation 80f83705-1ac2-4d0f-b3c5-72011944b1b6 · outbound

This paper cites -1.0 for overlapping text.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation -1.0 for overlapping text

Reference 85

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:af140db936f7910b6ce66293f30af4933dcec83d5640000178e7884717a435ed

Observation 3e86a00c-0f77-48b8-8d9d-6bca1bc2850d · outbound

This paper cites missing validation.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation missing validation

Reference 86

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:68594f315265cbc7014b7541fa5f07f3b37cea73f9427a151805baa65b011878

Observation 040053ba-e2db-4d9e-b163-d4fd5fa2efbf · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 87

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:337eecd58aae67b80a89d352489cbdb154d0b2bcb014a0f59cf9d03382f48919

Observation 2ab7fda2-4b97-4544-9579-7368b5055d74 · outbound

This paper cites If page renders correctly and is relevant to the query, it should be at least 1.0 for both functional and aesthetics.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation If page renders correctly and is relevant to the query, it should be at least 1.0 for both functional and aesthetics

Reference 88

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:d0029a860ebb623896f8b457f6f8b3a408a9b6044137fc6e6ad752aaa8c8cebe

Observation 79b7bae1-f06a-4b1d-a6c3-0f200a2dc1d9 · outbound

This paper cites button broken.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation button broken

Reference 89

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:e795db2536e7773aad657598933693ffde8a300663edc5b4ada0217c2868dc5e

Observation d75b5c42-075a-434f-862e-0db65caef8b3 · outbound

This paper cites A fully implemented web page but all buttons non-functional should NOT be 1.0 for functional, suggested 3.0-4.0 - NOT suitable for game loop elements.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation A fully implemented web page but all buttons non-functional should NOT be 1.0 for functional, suggested 3.0-4.0 - NOT suitable for game loop elements

Reference 90

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:594d98c7fd1fa4a5fc79d2b79130da3f8e6981bf672c959fde1f890a7147e2bc

Observation ae0f4010-ac5c-4cef-b089-906520e49620 · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 91

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:c936de7e7f6c85cd9b3547e84730b463fdfbfaf128222a9cfaae6d279a31bb70

Observation be28bd7d-1911-4a9a-98fe-c80fa36c4a3d · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 92

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:ffde2d51dd47681f9560587351caec1c50f6b4076501dc5faca20a90fe27cfbe

Observation fa607e6a-5a17-484b-9c26-f82228afc9c3 · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 93

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:8f4580e892564c213642d3341692b66c23466de53f7d3c945f90159969704aa9

Observation 6c0425d7-e248-4ce1-ae7a-419c9a278ddc · outbound

This paper cites an unresolved cited work.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation Unresolved cited work

Reference 94

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:87f094895263765558670dcf705c46cefa3918ae1848f44b4273fd9e67a7078a

Observation cfe21f29-5d4d-4ac3-977d-575f6b9bc177 · outbound

This paper cites adjusted_functional_score.

Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation adjusted_functional_score

Reference 95

Resolution
unresolved
no resolver link, observed 2026-06-29T07:24:06.863653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:24:06.863653Z digest=sha256:fcb259072c7d09c632868d4ef257f5b776b4b1c112bdafa26b591758097bd067

Pith citing papers

Observation 4aa2325a-6b45-488d-91a9-2630d84287bb · inbound

ResearchStudio-Reel: Automate the Last Mile of Research from Paper to Poster, Video, and Blog cites this paper.

ResearchStudio-Reel: Automate the Last Mile of Research from Paper to Poster, Video, and Blog Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-02T08:44:29.190327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T08:44:29.190327Z digest=sha256:8ca85c456b7f433c33f5ef5bb820dfd1ecaed43e4789d4bfc4b75dd41f79ab64