Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T00:38:41.973713Z
Paper Citation Record · LEDGER
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping
As of 13 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 0 inbound Pith citation observations for arXiv:2608.07570.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
66 of 66 outbound references displayed
- verified exact1
- verified fuzzy3
- unresolved62
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 96f685b4-0da6-4f7c-9f67-f7340bf5a2ce · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:45.618938Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation b647d1f8-69ce-45b9-a800-21743313b23f · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:45.604219Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 6b07c1da-a169-4052-ad3c-9a16f54a9f13 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:45.528567Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f7148427-3e2b-4167-8393-6232c2e5a2c1 · outbound
This paper cites Qwen3-VL Technical Report.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Qwen3-VL Technical Report
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T00:38:40.328476Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9dfed179-9104-46fb-a435-0d0315e8e9dc · outbound
This paper cites Qwen2.5-VL Technical Report.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Qwen2.5-VL Technical Report
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T00:38:40.333886Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2acfed1b-bf2b-41c9-b6e6-91e33c4060a2 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T00:38:40.339249Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4590224c-b70f-445d-9b6c-2b34af3b2733 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:45.418578Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 63a3ae98-30f8-42d8-b16c-f412a8d45780 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:45.345812Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 79dd251f-ec00-40fe-9740-2cfed82c2b74 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:45.330326Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 6b236f6f-0834-4ba0-a7de-f1091b571ed2 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:45.314638Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 4217b23f-eb8a-4a98-a3d2-f9c2279bc8fd · outbound
This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T00:38:40.644429Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 863e0118-3184-4629-bd18-17a660206955 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 12
- Resolution
- verified exact
- raw_fallback, observed 2026-08-11T00:38:42.230745Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f7f285fb-2da3-4f56-8ff4-f7fd1d4c0adc · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T00:38:40.655178Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f862e062-4c2e-4006-8ee1-442f32a3af03 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:45.287406Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation b4629413-b881-4055-8797-acfd944beef9 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:45.096780Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 71b94b71-474d-41cd-8fbc-44f3bb467418 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:44.959663Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 22b8281d-2a42-41f1-92bf-3dacb0cd1430 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:44.923167Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 73a3783b-15c4-4930-a90d-f366da170d68 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:44.906582Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 01875dcc-79fd-4ff2-89d0-8c4eb01fd870 · outbound
This paper cites GPT-4o System Card.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping GPT-4o System Card
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T00:38:40.902123Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 79a903f1-d327-4f12-979f-7dd9cc3484e5 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:44.890438Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 4c6cb76e-8720-4e19-98f5-1169c8abf239 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:44.873988Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 2685a110-5643-4d5a-a050-bcfc464c63d8 · outbound
This paper cites FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T00:38:40.916245Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9511a0df-2cd4-40aa-9a96-68cede3f7005 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:44.855938Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 9458ba87-2f0e-478d-a892-d8be2e244ada · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:44.674200Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 03e22ec2-be6b-41ca-98c2-27da153b0e8d · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:44.537595Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 36bf348d-81c0-4732-b468-a2e3da747c26 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:44.522215Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 3f6a44c3-014d-4b0d-a779-13429ffb59a7 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:44.412617Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 52578dff-6c6b-4f09-a199-1c36788f82a5 · outbound
This paper cites Q-Insight: Understanding Image Quality via Visual Reinforcement Learning.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Q-Insight: Understanding Image Quality via Visual Reinforcement Learning
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T00:38:41.113695Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f85d4591-9b10-4fd8-8de9-aea75b0dbd87 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T00:38:41.118736Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c7ea65b-a3f3-4578-a054-0c75e61d8e46 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:44.311650Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 8cbc0f28-28f0-4c6c-b532-28385adcbc34 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:44.293944Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 6462c9c0-db17-4cb4-ab9d-a996464c121f · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:44.138909Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 1f048525-96ea-4cc0-bd22-7f7f85ed5983 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T00:38:41.138957Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c48be934-1211-4c2f-b4ee-4879ccebeb67 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:44.040405Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 27c8b541-caaa-40b0-bfa8-a5d47eb42615 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:43.895871Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation d0b76500-147e-4eee-9565-75dcb271783d · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T00:38:41.286039Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30461878-0378-4f41-af0c-b74fdbf947e9 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:43.806833Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation bd473aaa-8194-4214-8358-251868667122 · outbound
This paper cites 2022.Deep reinforcement learning.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping 2022.Deep reinforcement learning
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T00:38:43.790954Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation fb208153-2b33-4f55-b59f-ed9253dd1745 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:43.692850Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation d70a93bb-481c-4d5c-865f-c3b43af5017b · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T00:38:41.387891Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e137eec3-f316-4ff2-a431-52bd45c6de07 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:43.546039Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a0e2c751-6933-43a9-b8e7-e4c804854c95 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:43.408143Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 81d2cfad-4a5f-48ce-97da-a158c2399624 · outbound
This paper cites Kimi-VL Technical Report.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Kimi-VL Technical Report
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T00:38:41.402456Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78c0fbc1-bf31-4020-8fbe-d901d3b7029f · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:43.392974Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f4c1beaf-0dc9-4393-a99b-e2b9185c985b · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:43.254596Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation b25224fc-ac14-4778-a922-fe56906f2e0c · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:43.206737Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 6eba7238-4d59-4490-b410-8ad30022d418 · outbound
This paper cites InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T00:38:41.531524Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8caba256-0152-4c04-acf9-76dcdea56c7d · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:43.190351Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c25bd2f3-ed22-4030-9899-5119002e972d · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:43.173860Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e3ba66c1-0750-4668-8f00-dcd5f8905432 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:42.999969Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation bf1af801-150b-44d0-b170-e9050a3d0b8b · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 51
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:42.953375Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 66c7134e-9b2e-400c-b3b5-a29dcd3c06c1 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:42.927136Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 574699ce-c252-4436-9f2d-c947c84a77d8 · outbound
This paper cites Qwen3 Technical Report.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Qwen3 Technical Report
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T00:38:41.652261Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 774bd9d5-36bf-4723-b4e2-ec08360d1bb2 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:42.880728Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c385d30c-d32d-486a-83fa-8a1d8c07a813 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 55
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:42.658225Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f5c0e38e-9d9a-40d4-9533-3090e53bd817 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 56
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:42.641811Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 4d859982-4ca2-4750-b014-3f225d04a1aa · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:42.623678Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 8054debf-5ee4-4c59-a331-be3ab7805ae3 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 58
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:42.490859Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 1e4011a8-b132-4901-925d-883849baa839 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 59
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:42.423855Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ca9edf14-70a1-4bce-9544-32ea5089045e · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 60
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:42.407309Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 1565574c-8c02-4dc9-ab27-897a57b4218f · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 61
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:42.346484Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 6808e52f-8dc9-4ad1-ae4d-0143381459a2 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 2013
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:44.024143Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 1b557f2e-a087-40bc-b421-bf66eb2bd2f5 · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 2018
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:45.253983Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 6004a463-550a-4177-9b2a-dca18726d476 · outbound
This paper cites InProceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping InProceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition
Reference 2021
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T00:38:44.976341Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 93aad096-5120-41ac-9e22-d3720a49341d · outbound
This paper cites an unresolved cited work.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping Unresolved cited work
Reference 2023
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T00:38:42.673952Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c2da8f82-3baf-416a-a919-fa41f14d5c00 · outbound
This paper cites In Proceedings of the AAAI Conference on Artificial Intelligence, Vol.
COMEX: A Composition-Grounded Benchmark and Learning Framework for Explainable Aesthetic Image Cropping In Proceedings of the AAAI Conference on Artificial Intelligence, Vol
Reference 2024
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T00:38:44.941766Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Pith citing papers
No inbound Pith citation observations are available.