Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-08T18:50:29.408451Z
Paper Citation Record · LEDGER
iWorld-Bench: A Benchmark for Interactive World Models with a Unified Action Generation Framework
As of 25 July 2026, this Paper Citation Record lists 15 of 15 outbound references and 2 inbound Pith citation observations for arXiv:2605.03941.
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 2026-07-24T06:31:00.690269+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-11T22:42:31.529313Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-01T21:06:14.210099Z
Reference resolution
15 of 15 outbound references displayed
- verified exact1
- verified fuzzy10
- unresolved0
- parse uncertain0
- malformed identifier4
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 01ec426a-66a4-4a05-9bfd-6931a62e40e9 · outbound
This paper cites Nguyen, T.-M., Yuan, S., Cao, M., Lyu, Y ., Nguyen, T.
iWorld-Bench: A Benchmark for Interactive World Models with a Unified Action Generation Framework Nguyen, T.-M., Yuan, S., Cao, M., Lyu, Y ., Nguyen, T
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-05-08T18:54:02.003934Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 50215553-c424-47c6-bdd5-06c9d79f5285 · outbound
This paper cites an unresolved cited work.
iWorld-Bench: A Benchmark for Interactive World Models with a Unified Action Generation Framework Unresolved cited work
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T03:57:20.503187Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation f9e9f35d-2eb5-4fa6-a512-07f3346b5100 · outbound
This paper cites - Example: ’Abandoned industrial courtyard with rusty pipes and overgrown grass’.
iWorld-Bench: A Benchmark for Interactive World Models with a Unified Action Generation Framework - Example: ’Abandoned industrial courtyard with rusty pipes and overgrown grass’
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T03:57:20.495937Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 984b63d0-08cd-4c9d-9cbe-db42975ba186 · outbound
This paper cites - This should be the most representative word for the place.
iWorld-Bench: A Benchmark for Interactive World Models with a Unified Action Generation Framework - This should be the most representative word for the place
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T03:57:20.480579Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 3ec93879-06d6-4dfa-996f-d92cb84791ed · outbound
This paper cites - Indoor: Lighting (Fluorescent, Dim, Natural).
iWorld-Bench: A Benchmark for Interactive World Models with a Unified Action Generation Framework - Indoor: Lighting (Fluorescent, Dim, Natural)
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T03:57:20.477107Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 8ae248cc-b992-4127-9bf2-13e0184590f1 · outbound
This paper cites Environment_Type.
iWorld-Bench: A Benchmark for Interactive World Models with a Unified Action Generation Framework Environment_Type
Reference 6
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-26T03:57:20.492412Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 56a2c72d-da1d-49ff-aa1b-0fbcae4392eb · outbound
This paper cites We adopt the MUSIQ quality prediction model, leveraging its ability to perceive diverse resolutions and aspect ratios to score each frame in the video sequence.
iWorld-Bench: A Benchmark for Interactive World Models with a Unified Action Generation Framework We adopt the MUSIQ quality prediction model, leveraging its ability to perceive diverse resolutions and aspect ratios to score each frame in the video sequence
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T03:57:20.499898Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation a06ec6f1-dcd5-4e2a-8d35-9a0364f4fa4a · outbound
This paper cites We categorize pixel grayscales into three levels (dark, mid, bright) to construct a 3D brightness distribution vector vt = [pdark, pmid, pbright]⊤ for each frame.
iWorld-Bench: A Benchmark for Interactive World Models with a Unified Action Generation Framework We categorize pixel grayscales into three levels (dark, mid, bright) to construct a 3D brightness distribution vector vt = [pdark, pmid, pbright]⊤ for each frame
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T03:57:20.493753Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation af4808d4-c27c-4328-ba66-d178812f3451 · outbound
This paper cites The hue spectrum (0-179) is divided into 7 core intervals to construct a hue feature vector ht ∈R 7.
iWorld-Bench: A Benchmark for Interactive World Models with a Unified Action Generation Framework The hue spectrum (0-179) is divided into 7 core intervals to construct a hue feature vector ht ∈R 7
Reference 9
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-26T03:57:20.472375Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 56fd40b0-762f-4a9d-ab74-33a5f3acf58e · outbound
This paper cites an unresolved cited work.
iWorld-Bench: A Benchmark for Interactive World Models with a Unified Action Generation Framework Unresolved cited work
Reference 10
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-26T03:57:20.488114Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 76290972-f3ad-4201-9b8f-073b4e3e4ba2 · outbound
This paper cites We adopt a sampling-reconstruction paradigm: discard the odd frames in the generated video and use the interpolation model to reconstruct them.
iWorld-Bench: A Benchmark for Interactive World Models with a Unified Action Generation Framework We adopt a sampling-reconstruction paradigm: discard the odd frames in the generated video and use the interpolation model to reconstruct them
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T03:57:20.476783Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 554aa2e2-e487-4206-a9bc-50ed2cde1aac · outbound
This paper cites The evaluation includes two stages: trajectory alignment and accuracy calculation.
iWorld-Bench: A Benchmark for Interactive World Models with a Unified Action Generation Framework The evaluation includes two stages: trajectory alignment and accuracy calculation
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T03:57:20.472625Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 55cace90-20e9-4f02-9f72-47119db87207 · outbound
This paper cites Unlike STrajectory which relies on third-party estimators, this metric directly uses the system-built precise extrinsic sequence Egt as the benchmark.
iWorld-Bench: A Benchmark for Interactive World Models with a Unified Action Generation Framework Unlike STrajectory which relies on third-party estimators, this metric directly uses the system-built precise extrinsic sequence Egt as the benchmark
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T03:57:20.485101Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation d823124c-aef6-4207-b0e1-60ceb9228805 · outbound
This paper cites an unresolved cited work.
iWorld-Bench: A Benchmark for Interactive World Models with a Unified Action Generation Framework Unresolved cited work
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T03:57:20.480908Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 463a2a7e-9b3e-4c78-9020-25790f5cd0a9 · outbound
This paper cites ViPE is used to extract the camera extrinsic parameters of each frame, resulting in a sequence {Et}T t=1, where Et ∈R 12 represents the reshaped extrinsic matrix.
iWorld-Bench: A Benchmark for Interactive World Models with a Unified Action Generation Framework ViPE is used to extract the camera extrinsic parameters of each frame, resulting in a sequence {Et}T t=1, where Et ∈R 12 represents the reshaped extrinsic matrix
Reference 15
- Resolution
- malformed identifier
- arxiv_id, observed 2026-05-09T06:10:41.489606Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Pith citing papers
Observation 7f78fa28-7a3f-430e-a2a4-9ec0bd4644f6 · inbound
Towards Interactive Video World Modeling: Frontiers, Challenges, Benchmarks, and Future Trends cites this paper.
Towards Interactive Video World Modeling: Frontiers, Challenges, Benchmarks, and Future Trends iWorld-Bench: A Benchmark for Interactive World Models with a Unified Action Generation Framework
Reference 144
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T21:06:14.211371Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 02da2ea4-04f5-4372-963f-84cddfcd05a9 · inbound
Worldscape-MoE: A Unified Mixture-of-Experts World Model for Scalable Heterogeneous Action Control cites this paper.
Worldscape-MoE: A Unified Mixture-of-Experts World Model for Scalable Heterogeneous Action Control iWorld-Bench: A Benchmark for Interactive World Models with a Unified Action Generation Framework
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T22:42:31.529313Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.