Pith. sign in

Paper Citation Record · LEDGER

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform

As of 8 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 1 inbound Pith citation observation for arXiv:2605.17912.

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

pith.paper-citation-record.v1
2605.17912 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-20T10:59:54.879907Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T23:21:53.443372Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T23:21:53.485876Z

Reference resolution

51 of 51 outbound references displayed

  • verified exact39
  • verified fuzzy9
  • unresolved1
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 121fdcd8-7291-4c30-9167-7be3da2776bd · outbound

This paper cites Understanding world or predicting future? a comprehensive survey of world models.ACM Computing Surveys, 58(3):1–38.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform Understanding world or predicting future? a comprehensive survey of world models.ACM Computing Surveys, 58(3):1–38

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T11:03:26.650599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:48d66f4d7741b868f90d6ee4f680176d48a2b2a3ff419c5d70aee9115ae7246c

Observation 84a86617-538c-404a-8b3b-6d8409349947 · outbound

This paper cites A survey of embodied world models.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform A survey of embodied world models

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T11:03:26.653021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:e6d47399e3e7c9d20d023f26df598dbfe4b8e20fec46541dd8aff14925bbaa7d

Observation b1e668eb-eaf3-4460-bdfc-95ef9b91983c · outbound

This paper cites A Survey: Learning Embodied Intelligence from Physical Simulators and World Models.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform A Survey: Learning Embodied Intelligence from Physical Simulators and World Models

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-20T11:03:13.682453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:e2121a65186bc29d6a39f6a96c91b84a19b807a3784e00cd84036cec4c9ac407

Observation 8c926e6f-eb34-4b33-8fc2-42d6bb1be561 · outbound

This paper cites WorldModelBench: Judging Video Generation Models As World Models.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform WorldModelBench: Judging Video Generation Models As World Models

Reference 4

Resolution
metadata mismatch
arxiv_id, observed 2026-05-20T11:03:13.588255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:13c04101e4de78da09a930d764beeb70e0c6eecfd531127b5e31350f825b4037

Observation f137786d-deb4-4bff-b0eb-84228cc78f6c · outbound

This paper cites Worldscore: A unified evaluation benchmark for world generation.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform Worldscore: A unified evaluation benchmark for world generation

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-20T11:03:13.630761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:b319a725e57e8e014c6e3dbbee0bd67cb060743db68f58a97b2fdb72f6e8e993

Observation 3938bbd3-10d7-4d20-9b04-7540ddd0c076 · outbound

This paper cites EWMBench: Evaluating Scene, Motion, and Semantic Quality in Embodied World Models.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform EWMBench: Evaluating Scene, Motion, and Semantic Quality in Embodied World Models

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-20T11:03:13.710716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:f851e67d78918ab5abcddad9b5e7c1a6f62c4d2a641f5ce1b4228f267a240fd3

Observation ce5ba699-f4fa-4e14-a4f1-7210eb99d4d9 · outbound

This paper cites WorldSimBench: Towards Video Generation Models as World Simulators.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform WorldSimBench: Towards Video Generation Models as World Simulators

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-20T11:03:13.605850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:2c3c1756952cafab8e4cc75227958cb20c0701e48e5a5902d3e7fe958bd12f1e

Observation 2a3a91d7-7e20-49be-b134-087df54592ad · outbound

This paper cites WorldEval: World Model as Real-World Robot Policies Evaluator.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform WorldEval: World Model as Real-World Robot Policies Evaluator

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-20T11:03:13.679330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:5ea9675b9df5e92037ba3a30c4e3c18425fae5feb0d192f888db385597434f2b

Observation db8a2ac5-be73-4f38-ab28-9fd20868815f · outbound

This paper cites Wow, wo, val! a comprehensive embodied world model evaluation turing test.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform Wow, wo, val! a comprehensive embodied world model evaluation turing test

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-20T11:03:13.595784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:49d1fc9f4048e22846d16f429ff041a35d0857d959000a5e70b687423d754ace

Observation 2945cbf0-b36f-4e4a-a5b2-21752d715810 · outbound

This paper cites Worldarena: A unified benchmark for evaluating perception and functional utility of embodied world models.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform Worldarena: A unified benchmark for evaluating perception and functional utility of embodied world models

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-20T11:03:13.685380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:14fc98bfbbf717b562ec2e2504fe4bd96229c553eb6266b872cdd811f71a3c7c

Observation 5d2dffca-7e03-4dd5-b846-6cb9223a9c97 · outbound

This paper cites World-in-world: World models in a closed-loop world.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform World-in-world: World models in a closed-loop world

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-20T11:03:13.591521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:9ecc6155ef9bab4a1061646138c46104c2fc4335f2f58a33eb36f657fb6ffba5

Observation 0487d283-080b-4a97-a910-8b5378153e55 · outbound

This paper cites Univtac: A unified simulation platform for visuo-tactile manipulation data generation, learning, and benchmarking.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform Univtac: A unified simulation platform for visuo-tactile manipulation data generation, learning, and benchmarking

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-20T11:03:13.694028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:cfde274a45c2a8847c2904e2d5a1adadd6037d89431e4b8e7f9fdf658edc8904

Observation 7bf60c88-4fcb-45b6-b782-3e08cfdc8176 · outbound

This paper cites A Comprehensive Survey on World Models for Embodied AI.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform A Comprehensive Survey on World Models for Embodied AI

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-06-29T01:14:24.976532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:5889b8ddd6625e1c80bde8d019e63d00c4a070ed83f73dab5be0cc3cf57b8b0a

Observation 86ae5a63-c9e0-4bf0-9bc5-5448a1ceef1c · outbound

This paper cites Mastering atari with discrete world models.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform Mastering atari with discrete world models

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T11:03:26.669871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:36f15bc4df90279d0f51e66a77a9da0a7768db927daf7f922b0299569381fd4c

Observation 8bcf990f-6886-44a4-9ce2-32ce6fe4a9f0 · outbound

This paper cites Mastering diverse control tasks through world models.Nature, pages 1–7.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform Mastering diverse control tasks through world models.Nature, pages 1–7

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T11:03:26.667623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:ca4927c18b5dee73273a08902019b82e942be68aa30d3a3601b0debc0533fada

Observation 4b05376c-59cc-4fc9-9f77-16f9501fb8c8 · outbound

This paper cites Wan: Open and Advanced Large-Scale Video Generative Models.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform Wan: Open and Advanced Large-Scale Video Generative Models

Reference 16

Resolution
verified exact
local_arxiv, observed 2026-05-20T11:03:13.670133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:aea558c9d0eb85626322fdd5931f32f5288b1a88dd131052441edbdc24296055

Observation d3a5f8c4-b493-47da-9239-323894c2295f · outbound

This paper cites CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-05-20T11:03:13.658540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:c5043ccd5ea56870d1810f480e0aa6e8330b6217b61846d70f7d588e2beaa60e

Observation 8c42de6e-7e84-4537-b765-39102eb6b25c · outbound

This paper cites Is sora a world simulator? A comprehensive survey on general world models and beyond.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform Is sora a world simulator? A comprehensive survey on general world models and beyond

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-20T11:03:13.676231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:3992d0b7dc804a3760363f8f398e7a2217bfbb1c67f6f3d9292f01e7281159e8

Observation 1724c393-0442-4365-a1ad-d9b17bae5a96 · outbound

This paper cites Cosmos world foundation models for physical ai.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform Cosmos world foundation models for physical ai

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T11:03:26.672298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:2425a182e22ef906ae0af6590a514de6e25f8a592918eeb2de18815def9a5502

Observation 6489af55-6b02-49aa-b278-02ec9e316297 · outbound

This paper cites RoboScape: Physics-informed Embodied World Model.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform RoboScape: Physics-informed Embodied World Model

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-20T11:03:13.655266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:29be57dde4a7d70780245d01e768219267ef94b595f95f20caadb1a02db2d418

Observation 2033d34c-7073-4964-89e0-930ad5bb5fcd · outbound

This paper cites Ctrl-World: A Controllable Generative World Model for Robot Manipulation.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform Ctrl-World: A Controllable Generative World Model for Robot Manipulation

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-05-20T11:03:13.645772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:652863063a82f51433f4ae497e20f81f78afbb6a20ed362b69b3e225eb07e1a6

Observation 07230034-38e6-476c-8673-c2bb4e34afd7 · outbound

This paper cites Abot-physworld: Interactive world foundation model for robotic manipulation with physics alignment.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform Abot-physworld: Interactive world foundation model for robotic manipulation with physics alignment

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-05-20T11:03:13.648858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:c71f3be9c018c6b160f26bdbdee9be3e8abf9bcda4fed6ae2b34c2c460f4a607

Observation 4908e3fd-7ea1-4251-ac57-c22f136aed51 · outbound

This paper cites Wow: Towards a world omniscient world model through embodied interaction.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform Wow: Towards a world omniscient world model through embodied interaction

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-05-20T11:03:13.636548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:1b6cd86871f46166242cdb57f678c92bb986b7396ae2412fad68e825bc4d45db

Observation 119ee754-a724-4077-9864-2447415184a9 · outbound

This paper cites Vidar: Embodied Video Diffusion Model for Generalist Manipulation.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform Vidar: Embodied Video Diffusion Model for Generalist Manipulation

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-05-20T11:03:13.612142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:5dcc7ba3eb391a9fe683d049d64dc1ef0a1f30c0c9b00bf426670fdda885ab0a

Observation b6e2aac7-efce-42e5-abb7-e36ba87f3618 · outbound

This paper cites IRASim: A Fine-Grained World Model for Robot Manipulation.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform IRASim: A Fine-Grained World Model for Robot Manipulation

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-20T11:03:13.664557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:1e284112525f629e25c0335d7b16fa31a26309f96bc1ad2760225223914723b6

Observation eaa77c41-ea3a-43c5-b7f9-723207888c51 · outbound

This paper cites ivideogpt: Interactive videogpts are scalable world models.Advances in Neural Information Processing Systems, 37:68082–68119.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform ivideogpt: Interactive videogpts are scalable world models.Advances in Neural Information Processing Systems, 37:68082–68119

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T11:03:26.662784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:e867fd144428d361742ee310b5cfa8d6138b165f40732a474db2af85af8dc561

Observation c011b9c3-c061-49ca-b3cc-b4264b5ab96c · outbound

This paper cites Motus: A Unified Latent Action World Model.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform Motus: A Unified Latent Action World Model

Reference 27

Resolution
verified exact
local_arxiv, observed 2026-05-20T11:03:13.651866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:aac539ee9e665f4efaad8eb0e80f272ac5d4001ff0bcfc5ff500ac52c8290105

Observation 8649b56f-69b6-4e98-8474-040ac2da9c1d · outbound

This paper cites Causal World Modeling for Robot Control.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform Causal World Modeling for Robot Control

Reference 29

Resolution
verified exact
local_arxiv, observed 2026-05-20T11:03:13.639491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:6593dec94c7833ecb3c659c54b0942279d4e38c5d02ed0580337274b2b9390dc

Observation ed23b13b-e087-4c67-834e-8179518ed4f9 · outbound

This paper cites Fast-WAM: Do World Action Models Need Test-time Future Imagination?.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform Fast-WAM: Do World Action Models Need Test-time Future Imagination?

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-05-20T11:03:13.627579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:0bcbb04e135d4735335f25f241ca4a369bfc725de379dce1ee2d3dc7b1a448b2

Observation 7392fafa-3596-427b-8aed-8fa19174c0cb · outbound

This paper cites 4dworldbench: A comprehensive evaluation framework for 3d/4d world generation models.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform 4dworldbench: A comprehensive evaluation framework for 3d/4d world generation models

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-05-20T11:03:13.615699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:1a54744344b32ebad351b58436efbe5979ddac855c743ab2fee879828273386b

Observation adec7090-d843-4c17-b5f8-fe6fe8df258e · outbound

This paper cites Genie Envisioner: A Unified World Foundation Platform for Robotic Manipulation.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform Genie Envisioner: A Unified World Foundation Platform for Robotic Manipulation

Reference 32

Resolution
verified exact
local_arxiv, observed 2026-05-20T11:03:13.667479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:2de3eb0c1c21325565671d4a09e10ce34560b8130265f37daef22620fdf556ac

Observation 9c81e5ea-53f3-4ea8-bb39-e7e9734e6a6a · outbound

This paper cites Gigaworld-0: World models as data engine to empower embodied ai.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform Gigaworld-0: World models as data engine to empower embodied ai

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-05-20T11:03:13.672968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:45ed1a15a6412c491c8a9fd292dc6f6693e9d53e41f80ba20ed5fb00185e919b

Observation 8450c568-7e60-48c2-a85b-a38b184cac53 · outbound

This paper cites Vtam: Video-tactile-action models for complex physical interaction beyond vlas.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform Vtam: Video-tactile-action models for complex physical interaction beyond vlas

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-05-20T11:03:13.624888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:e75d03a1ce589cb15f31d2f7701722ad49788af52e9182c42df4f04c980bfa93

Observation 0e054f16-6fee-4fb8-a11e-06d8a5706196 · outbound

This paper cites Visuo-tactile world models.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform Visuo-tactile world models

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-05-20T11:03:13.622061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:8c3b77af7cb38f4e88d1bc79df54b93e063fd31bc1ceb263010bc62477456e65

Observation bfddc016-ae52-4e88-87bc-b0811ac8b625 · outbound

This paper cites Omnivta: Visuo- tactile world modeling for contact-rich robotic manipulation.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform Omnivta: Visuo- tactile world modeling for contact-rich robotic manipulation

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-05-20T11:03:13.609236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:083a143e1718677ba40642d51641f153d80c874169ccad5725b5df09cb9a27ec

Observation 07b370aa-944d-41d7-b2b8-45f0d03c66d7 · outbound

This paper cites Vbench: Comprehensive benchmark suite for video generative models.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform Vbench: Comprehensive benchmark suite for video generative models

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T11:03:26.665321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:4e7544bb8417cb5d24c136661e3232f5ce9e0ce5818ce8b58b97e43058e5fdf2

Observation 07333b04-c522-466b-9adc-66f641cdc856 · outbound

This paper cites World Action Models are Zero-shot Policies.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform World Action Models are Zero-shot Policies

Reference 38

Resolution
verified exact
local_arxiv, observed 2026-05-20T11:03:13.691096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:76dc5fcde5e63cd24e355db84a0662fff2042f4c1ac0272e06bdf0f2f0488da2

Observation 01949bb5-acef-458f-8bd7-702501e7251d · outbound

This paper cites World-Env: Leveraging World Model as a Virtual Environment for VLA Post-Training.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform World-Env: Leveraging World Model as a Virtual Environment for VLA Post-Training

Reference 39

Resolution
verified exact
local_arxiv, observed 2026-05-20T11:03:13.598719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:c391638bfd929cf55101753d5ec2a495bde52d625cde66e1397252a16cd3e1a7

Observation 19ed84d3-0278-4037-8ce0-0349bd4bc3f4 · outbound

This paper cites Roboscape-r: Unified reward-observation world models for generalizable robotics training via rl.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform Roboscape-r: Unified reward-observation world models for generalizable robotics training via rl

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-20T11:03:13.707435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:fc34e47f5fe35b00e23f03f5868f7e4caed15887dcd2d0032d832ab7d8236f18

Observation 5c6dda21-0e73-4c49-94e3-285d0dba01d9 · outbound

This paper cites Wmpo: World model-based policy optimization for vision-language-action models.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform Wmpo: World model-based policy optimization for vision-language-action models

Reference 41

Resolution
verified exact
arxiv_id, observed 2026-05-20T11:03:13.696943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:476c04fae5ad1ac28423ec2b1276d380e879e2084635914a92d7032f37e9b9c5

Observation 862fa7d2-28a4-44d9-a742-19f47c6f81de · outbound

This paper cites Zhao, Vikash Kumar, Sergey Levine, and Chelsea Finn.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform Zhao, Vikash Kumar, Sergey Levine, and Chelsea Finn

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T11:03:26.657277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:7a094d061c328279d2a380deaa3a44d86516a10b52fad744c10b8a3de0ae26a9

Observation ddf21b8b-47cb-4447-9ffb-932cb1fedfa4 · outbound

This paper cites WoVR: World Models as Reliable Simulators for Post-Training VLA Policies with RL.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform WoVR: World Models as Reliable Simulators for Post-Training VLA Policies with RL

Reference 43

Resolution
verified exact
arxiv_id, observed 2026-06-30T02:16:14.370216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:43eb4624e83c6ecb1617a4ee98a438b1d3d51d6ba51f4254a3de29f66d6746fb

Observation ff2c9469-9a0e-46b9-b05d-a1e834b67e29 · outbound

This paper cites Open-Sora: Democratizing Efficient Video Production for All.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform Open-Sora: Democratizing Efficient Video Production for All

Reference 44

Resolution
verified exact
local_arxiv, observed 2026-05-20T11:03:13.642762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:95a2f002b7985decbc3949e3e4f3d446368abcfa643eb4bdf2594579e98cf9bf

Observation 41ad4e43-48fe-4071-b4ba-fb40d1b868bb · outbound

This paper cites Irasim: A fine-grained world model for robot manipulation.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform Irasim: A fine-grained world model for robot manipulation

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T11:03:26.659561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:98ed7892caa780a189e86bce92ff5c2cf89ab7ca3c9ab944a63d4683c39c0fb0

Observation 88a07589-9b1c-4766-8c1e-09818ccd60fa · outbound

This paper cites World Simulation with Video Foundation Models for Physical AI.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform World Simulation with Video Foundation Models for Physical AI

Reference 46

Resolution
verified exact
local_arxiv, observed 2026-05-20T11:03:13.688410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:1eb412b34a5b1990301dddf6b4d8ebcc547f3af37a0813bd144d0d7e60a874d9

Observation 3fae222e-4551-4a22-9fc0-a65fd803df59 · outbound

This paper cites Qwen3.5-Omni Technical Report.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform Qwen3.5-Omni Technical Report

Reference 47

Resolution
verified exact
local_arxiv, observed 2026-05-20T11:03:13.661441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:172ae0f8d58a46b9c1b6e4d290f835b40fcb3deedc5d0e946db644a1fbfa8d8d

Observation 1dd4994d-9690-49ac-b949-408843ba9387 · outbound

This paper cites Rlinf-vla: A unified and efficient framework for vla+ rl training.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform Rlinf-vla: A unified and efficient framework for vla+ rl training

Reference 48

Resolution
verified exact
arxiv_id, observed 2026-05-20T11:03:13.618793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:ba1ff9eb4b270bba3820840b41919f792c7aaf8e25c8a62e89853cde279abe19

Observation 8d24e800-b294-4b68-8bb6-57b19f7aad0e · outbound

This paper cites RoboTwin 2.0: A Scalable Data Generator and Benchmark with Strong Domain Randomization for Robust Bimanual Robotic Manipulation.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform RoboTwin 2.0: A Scalable Data Generator and Benchmark with Strong Domain Randomization for Robust Bimanual Robotic Manipulation

Reference 49

Resolution
verified exact
local_arxiv, observed 2026-05-20T11:03:13.704415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:83fc85df1b913bd32682b360678e99df1d46f9be0881f6f41781efac51084f6d

Observation f4001fba-68d5-40fe-ac28-30e0656fc872 · outbound

This paper cites an unresolved cited work.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-05-20T11:03:26.655047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:ae9f7974c935a48ebc1ed42645e8d6700cd9527c7e639faadd2678a79846af53

Observation 245b5232-059e-4acc-85e4-654132a9b312 · outbound

This paper cites PlayWorld: Learning Robot World Models from Autonomous Play.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform PlayWorld: Learning Robot World Models from Autonomous Play

Reference 51

Resolution
verified exact
local_arxiv, observed 2026-05-20T11:03:13.713452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:095af798cc32492c6e19b5d0afb0334463c68ac6beb633b4a648eca6c1c2792a

Observation aca3ed61-c64b-4f87-9d04-061295fabafa · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 52

Resolution
malformed identifier
local_arxiv, observed 2026-05-20T11:03:13.633525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:b2c43c3349ca4b67e19a1c261758c0543c08f1be65a4002a78cacf202b8c9dbf

Pith citing papers

Observation 5b627248-699a-4851-9223-1dd4b86f2a15 · inbound

XEWorld: Can Action-Conditioned World Models Generalize to Unseen Robot Embodiments? cites this paper.

XEWorld: Can Action-Conditioned World Models Generalize to Unseen Robot Embodiments? WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform

Reference 33

Resolution
metadata mismatch
local_arxiv, observed 2026-08-07T23:21:53.491554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T23:21:53.443372Z digest=sha256:26a7209b762deb41bece1ec730746a08c9f56ca1c98c6617a9c5058dc276a793