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Paper Citation Record · LEDGER

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models

As of 12 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2605.14843.

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

pith.paper-citation-record.v1
2605.14843 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-30T21:37:15.414734Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

47 of 47 outbound references displayed

  • verified exact17
  • verified fuzzy29
  • unresolved0
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  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 953ab19d-e95e-4cd3-80c7-e3b857603b74 · outbound

This paper cites VideoPhy: Evaluating Physical Commonsense for Video Generation.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models VideoPhy: Evaluating Physical Commonsense for Video Generation

Reference 1

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verified exact
local_arxiv, observed 2026-07-01T14:25:46.370003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 756842cc-3949-4241-91c7-66d89097f3b1 · outbound

This paper cites Bear, Elias Wang, Damian Mrowca, Felix J.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models Bear, Elias Wang, Damian Mrowca, Felix J

Reference 2

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raw_fallback, observed 2026-07-07T16:33:56.505439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:068919807caa96ccbf9a1d08e42ed3d4afff9c7bb3d084e4d287ed334ed703e7

Observation d8b40bb9-2f59-46f7-891b-27a29c356469 · outbound

This paper cites The IKEA ASM dataset: Understanding people assembling furniture through actions, objects and pose.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models The IKEA ASM dataset: Understanding people assembling furniture through actions, objects and pose

Reference 3

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raw_fallback, observed 2026-07-07T16:33:56.489962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation bf453636-181f-4301-a4bd-d5fa373e85d0 · outbound

This paper cites Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Reference 4

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verified exact
local_arxiv, observed 2026-07-01T14:25:46.364511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:02f030aa94086ca2cb5dc99d780de6a3b8ddcb6396864ee55449dd9edd3434d8

Observation 7f626424-2891-4bf3-8b2b-ff64afc99f15 · outbound

This paper cites Videocrafter2: Overcoming data limitations for high-quality video diffusion models.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models Videocrafter2: Overcoming data limitations for high-quality video diffusion models

Reference 5

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verified fuzzy
raw_fallback, observed 2026-07-07T16:33:56.493558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:dde4d8c14901a49de9cdd662645f32c76f8e08e7be57b5f00f281a59e33fdc45

Observation 298e47d8-3bb9-446d-9c67-4f0bedef5da0 · outbound

This paper cites Gapartnet: Cross-category domain-generalizable object perception and manipulation via gener- alizable and actionable parts.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models Gapartnet: Cross-category domain-generalizable object perception and manipulation via gener- alizable and actionable parts

Reference 6

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verified fuzzy
raw_fallback, observed 2026-07-07T16:33:56.511336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:7bc33588fe15ba18c7434f584b9171b61a5a8527f826008f48ec62481fe29b50

Observation f58e425c-1856-40c3-b01c-9baac2da732d · outbound

This paper cites Factorizing text-to-video generation by explicit image conditioning.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models Factorizing text-to-video generation by explicit image conditioning

Reference 7

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raw_fallback, observed 2026-07-07T16:33:56.513323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:8b32459b2f2376645551d60dbc0a7608fd1b24e8852972de5745a7645a388480

Observation ee2b3255-c345-43e3-ac59-17cb72cdee40 · outbound

This paper cites AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning

Reference 8

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verified exact
local_arxiv, observed 2026-07-01T14:25:46.345183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:a32c8e75934782b7f4ec889b520785c26146fe0a6c0e5e80dcb22c4543d7a223

Observation 6f1b6db8-6cec-4c71-ac35-61ee8f75872b · outbound

This paper cites Recurrent world models facilitate policy evolution.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models Recurrent world models facilitate policy evolution

Reference 9

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verified fuzzy
raw_fallback, observed 2026-07-07T16:33:56.510897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:9ef1a9e54a4b8ba210baa08fc03fc6c99cad372ee20a3cf02390d37028e2495f

Observation 60ad9850-d070-4c93-9a14-3f32e0d80110 · outbound

This paper cites LTX-Video: Realtime Video Latent Diffusion.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models LTX-Video: Realtime Video Latent Diffusion

Reference 10

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verified exact
local_arxiv, observed 2026-07-01T14:25:46.359392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:a127bae04433a916ddf70b0ce4d3153e64b75f97c4a98a3f001fefd18ea79290

Observation 725a8bf4-1177-4834-85db-83136b274970 · outbound

This paper cites LTX-2: Efficient Joint Audio-Visual Foundation Model.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models LTX-2: Efficient Joint Audio-Visual Foundation Model

Reference 11

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verified exact
local_arxiv, observed 2026-07-01T14:25:46.373156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:23dcdbab3cb06cc6f90f563b5f6f75590bde2e985c89d8a850e2b07e0b8150c2

Observation e60b12c8-914a-4670-9bad-e327723b87c5 · outbound

This paper cites Happyhorse 1.0.https://happyhorse.app/, 2026.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models Happyhorse 1.0.https://happyhorse.app/, 2026

Reference 12

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verified fuzzy
raw_fallback, observed 2026-07-07T16:33:56.515888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:f311960d20f704633da36ed1836604d0e04ac7d13e5c89595fcf81c9048eebf6

Observation 96a5d453-8d48-4956-8cab-f90b7d41baae · outbound

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

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models Vbench: Comprehensive benchmark suite for video generative models

Reference 13

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verified fuzzy
raw_fallback, observed 2026-07-07T16:33:56.518399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:dd88a7b601bd9d21f64452ca1a8981320e03646722bd01e7993ea3627f1a4fda

Observation a6e78fe5-805a-430f-8f3d-5dcff62a9e3f · outbound

This paper cites S2O: Static to Openable Enhancement for Articulated 3D Objects.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models S2O: Static to Openable Enhancement for Articulated 3D Objects

Reference 14

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verified exact
arxiv_id, observed 2026-07-01T14:25:46.372708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:54c8dda25b99f21de892ea9291c8021085836b8063cc452deae8a1ac1d1f2020

Observation 0c581323-82f0-4814-b666-b40f523b2964 · outbound

This paper cites Action genome: Actions as compositions of spatio-temporal scene graphs.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models Action genome: Actions as compositions of spatio-temporal scene graphs

Reference 15

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verified fuzzy
raw_fallback, observed 2026-07-07T16:33:56.520635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:1c1d0b6139b37a3b6dbe34008f2e67b26526865ff05e3308b3979726a2941572

Observation 5d32cfa6-a199-4d49-b3c4-ab964d8f7877 · outbound

This paper cites Lawrence Zitnick, and Ross Girshick.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models Lawrence Zitnick, and Ross Girshick

Reference 16

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raw_fallback, observed 2026-07-07T16:33:56.522872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:9d08aa6f9c4baf53459ef3791d7724a32482496b3c8e796ba470c58a613185f4

Observation 8b7080b9-8c22-4f6e-8f10-fd42b6dd13ac · outbound

This paper cites Klingai 3.0 series.https://kling.ai/, 2026.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models Klingai 3.0 series.https://kling.ai/, 2026

Reference 17

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raw_fallback, observed 2026-07-07T16:33:56.531421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:f45b628002cc79780c65486154d6bcca15d267cbb69e35fcbcb073c7daedc430

Observation f41a3100-1ccf-4472-9bc0-e4c7671d1586 · outbound

This paper cites HunyuanVideo: A Systematic Framework For Large Video Generative Models.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models HunyuanVideo: A Systematic Framework For Large Video Generative Models

Reference 18

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verified exact
local_arxiv, observed 2026-07-01T14:25:46.375099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:b5598783c77191fa91a80dc68058a3498cd73d26a308260e3e25a9a032f85975

Observation 189a7fb9-daf6-4636-9273-c1914da61013 · outbound

This paper cites Differentiable physics simulation of dynamics- augmented neural objects.IEEE Robotics and Automation Letters, 8(5):2780–2787, 2023.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models Differentiable physics simulation of dynamics- augmented neural objects.IEEE Robotics and Automation Letters, 8(5):2780–2787, 2023

Reference 19

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raw_fallback, observed 2026-07-07T16:33:56.501644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:10e1c9bd380ee82b283bf4e36f3712ec8243128b5f79586374e566f6ba960111

Observation 02e6cecf-68b9-47c3-8d70-7924e4915721 · outbound

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

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models WorldModelBench: Judging Video Generation Models As World Models

Reference 20

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metadata mismatch
arxiv_id, observed 2026-07-01T14:25:46.354770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:963cd9333d5c0efaf738e48629f87aeb624740caf00b3131c0bc65b76a8adb4a

Observation a6b80559-5144-4550-99ef-3cb248f91739 · outbound

This paper cites Physgen: Rigid-body physics-grounded image-to-video generation.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models Physgen: Rigid-body physics-grounded image-to-video generation

Reference 21

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raw_fallback, observed 2026-07-07T16:33:56.509284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:e77a2479fa8cc9ea71c5b7e33153c6560551765e544feed7aa697299edd41483

Observation 93d6a351-88e1-4c4b-85cb-e50824eeedbe · outbound

This paper cites Evalcrafter: Benchmarking and evaluating large video generation models.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models Evalcrafter: Benchmarking and evaluating large video generation models

Reference 22

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raw_fallback, observed 2026-07-07T16:33:56.487338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:70f0c6a00482c5e21faa8d02fcf4056773df62e7c9e998963e2f267451a83052

Observation 2efa26eb-8574-48df-bb77-2709e5bba12b · outbound

This paper cites Fetv: A benchmark for fine-grained evaluation of open-domain text-to-video generation.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models Fetv: A benchmark for fine-grained evaluation of open-domain text-to-video generation

Reference 23

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raw_fallback, observed 2026-07-07T16:33:56.508461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:32f7f7f6ccf68b2586c6e07f84df30283330df654ed5050d92ddaf79e97335b6

Observation bb9113fa-ccd7-4058-96c5-e91cc4eaf4f4 · outbound

This paper cites Ikea manuals at work: 4d grounding of assembly instructions on internet videos.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models Ikea manuals at work: 4d grounding of assembly instructions on internet videos

Reference 24

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raw_fallback, observed 2026-07-07T16:33:56.537310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:b829ab09a6b84c13183e44306ce2f653be36e07932346e7221b2e055e7fcb10b

Observation b95885bf-e0f8-4cda-a132-16357f26e81a · outbound

This paper cites Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model

Reference 25

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local_arxiv, observed 2026-07-01T14:25:46.377582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:b4b00a173271427de8060872db346703c014d923418468c93387f3cf8e1305ef

Observation 92f45404-f5b2-479e-bc1a-7b961fa945ed · outbound

This paper cites Towards World Simulator: Crafting Physical Commonsense-Based Benchmark for Video Generation.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models Towards World Simulator: Crafting Physical Commonsense-Based Benchmark for Video Generation

Reference 27

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verified exact
local_arxiv, observed 2026-07-01T14:25:46.382950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:834caeb2fef088a9849956c785f97e9c0b63ec5c06e9073bf75a346f5f133421

Observation e19fb5c3-6c6b-4384-9878-a6a4aa55e574 · outbound

This paper cites HowTo100M: Learning a text-video embedding by watching hundred million narrated video clips.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models HowTo100M: Learning a text-video embedding by watching hundred million narrated video clips

Reference 28

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raw_fallback, observed 2026-07-07T16:33:56.524958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:8023a0d6d4a80ad16520ad47499fa9909c214e5e767a405c911689ec24fe5d47

Observation 536cb717-eb0c-4124-a96a-4db8fb183280 · outbound

This paper cites Motioncraft: Physics-based zero-shot video generation.Advances in Neural Information Processing Systems, 37:123155–123181, 2024.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models Motioncraft: Physics-based zero-shot video generation.Advances in Neural Information Processing Systems, 37:123155–123181, 2024

Reference 29

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raw_fallback, observed 2026-07-07T16:33:56.527331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:de5d14fa7651b8717018d57eb43d6e2c4a5c635878d8a181a225253975f3e3f7

Observation ec89bd95-34a7-4a29-b497-bcdae94bb4f1 · outbound

This paper cites Do generative video models understand physical principles?.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models Do generative video models understand physical principles?

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-07-01T14:25:46.382681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:46899f0efcb7a0f224ee78322d605b911c539da642116d9a2f9c931c26af300a

Observation 9ffc2441-cda6-4e3b-a1de-4f7c1af2a989 · outbound

This paper cites Video generation models as world simulators.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models Video generation models as world simulators

Reference 31

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raw_fallback, observed 2026-07-07T16:33:56.529616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:d21f09400fc29ad024124da2aaced011ba12ca850ddcf53e9556611c466569cc

Observation 16f49f46-fa48-4afa-b233-103ce09a874d · outbound

This paper cites Sora.https://openai.com/sora/, 2025.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models Sora.https://openai.com/sora/, 2025

Reference 32

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raw_fallback, observed 2026-07-07T16:33:56.533177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:7b515c06b6e3065c88630c53e10e1173c97a38164dde4cdc9a6590a56fcc0a2f

Observation 633d0c8b-74dc-4053-9001-06f4e5902e88 · outbound

This paper cites Dynamo: Dependency-aware deep learning framework for articulated assembly motion prediction.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models Dynamo: Dependency-aware deep learning framework for articulated assembly motion prediction

Reference 33

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arxiv_id, observed 2026-07-01T14:25:46.380244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:81887e821f7d2bb7ce3fe8b6ed7a39df4597144b64db61b39ff09e1616865e60

Observation 4687307f-72c2-4d7f-9040-69b5b4051fcc · outbound

This paper cites Scalable diffusion models with transformers.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models Scalable diffusion models with transformers

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T16:33:56.535276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:36b73e4d3d4d56d8bc9f05f043fa457fb1411f941decdfe6c8103d2acb959500

Observation 2c1768b2-3bb8-4674-a92d-a06b1c5d4d5e · outbound

This paper cites ConsistI2V: Enhancing Visual Consistency for Image-to-Video Generation.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models ConsistI2V: Enhancing Visual Consistency for Image-to-Video Generation

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-07-01T14:25:46.362561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:17d0a2aaa82e9654546fd00833ac52970924af4e68f22b0131e853cd6341493e

Observation 8b677707-8b32-4b1a-a72d-c32e82a5ed69 · outbound

This paper cites Interacting objects: A dataset of object- object interactions for richer dynamic scene representations.IEEE Robotics and Automation Letters, 9(1):451–458, 2023.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models Interacting objects: A dataset of object- object interactions for richer dynamic scene representations.IEEE Robotics and Automation Letters, 9(1):451–458, 2023

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T16:33:56.495883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:2652f7a4fc96f8ef2676e64451505d7fbada27fbb12d3fa1cece58a1539fc072

Observation 070b8f06-1277-4c0b-8aa7-74b3509b440f · outbound

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

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models Wan: Open and Advanced Large-Scale Video Generative Models

Reference 37

Resolution
verified exact
local_arxiv, observed 2026-07-01T14:25:46.365229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:49a7762ed2cf8b66b4ad91c70ad6126861e50b727d005b63d4ab317bfc90ed60

Observation 93d0cddc-4417-4f0e-b00a-b50f61ee8e23 · outbound

This paper cites Wan 2.7.https://wan.video/, 2026.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models Wan 2.7.https://wan.video/, 2026

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T16:33:56.499866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:06dd3c51a79593c05c7cb6f4a73a6bcbd18332bd7e664d77b129a468b1a3dc26

Observation 23d69501-ee36-4ad5-a69f-380f24c44400 · outbound

This paper cites WISA: World Simulator Assistant for Physics-Aware Text-to-Video Generation.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models WISA: World Simulator Assistant for Physics-Aware Text-to-Video Generation

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-07-01T14:25:46.370730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:8eddeda6d00011bb509446cc5fb5bb49484a5a95753f74d5d4d9f09a18e53b30

Observation ca4d06da-71f1-403e-b4b8-2c357645578d · outbound

This paper cites ModelScope Text-to-Video Technical Report.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models ModelScope Text-to-Video Technical Report

Reference 40

Resolution
verified exact
local_arxiv, observed 2026-07-01T14:25:46.377873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:be2e2ecfe289e9d098cd3c9e37be7559bedf8d8bf693324528b5938ce0ea9ca7

Observation 545f391b-722e-4470-a036-a2e5930caf37 · outbound

This paper cites Shape2motion: Joint analysis of motion parts and attributes from 3d shapes.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models Shape2motion: Joint analysis of motion parts and attributes from 3d shapes

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T16:33:56.503837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:f70e75045fb66f167d10aca525edcbef222219e21a63b14047906791539ba85d

Observation e3dd8277-ddd0-47e6-a0aa-a4edaa2095cd · outbound

This paper cites Sapien: A simulated part-based interactive environ- ment.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models Sapien: A simulated part-based interactive environ- ment

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T16:33:56.506238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:8f32f5ea5a26cb9f86e1eb58fcbbe565f0026dfa456297698946017e06ed2a62

Observation b74d689f-2638-44c1-9be3-d1d5177b09a7 · outbound

This paper cites Dynamicrafter: Animating open-domain images with video diffusion priors.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models Dynamicrafter: Animating open-domain images with video diffusion priors

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T16:33:56.493744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:d4ab390995774eafb59093caa36986eeb1a998d804a2f1b58eb9c17ba9d2a7a0

Observation 86579e3a-43c5-48dd-be99-2f8b9a51a01c · outbound

This paper cites Phyt2v: Llm-guided iterative self- refinement for physics-grounded text-to-video generation.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models Phyt2v: Llm-guided iterative self- refinement for physics-grounded text-to-video generation

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T16:33:56.495664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:1fa5c7451609b996ed4cbe132de74116dde7b62c311780f4ed6de287fae213de

Observation ee68f3b1-6f6d-4f7b-b83d-ad4d0b458c9e · outbound

This paper cites RPM-Net: Recurrent Prediction of Motion and Parts from Point Cloud.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models RPM-Net: Recurrent Prediction of Motion and Parts from Point Cloud

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-07-01T14:25:46.380395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:deee65ac7f091d73ef8b3f33b0d34f7ceb23edf3a400ad9ce35eec13d3d56013

Observation 52d0ef61-5acb-4364-9816-dbbd4129e682 · outbound

This paper cites Learning interactive real-world simulators.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models Learning interactive real-world simulators

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T16:33:56.488071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:9e73a46e00763eaaa9ce9d7309978301190b3fc4967050e96f65c19565ee9054

Observation ba0725f5-120c-4ff0-8463-01fd117c61df · outbound

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

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer

Reference 47

Resolution
verified exact
local_arxiv, observed 2026-07-01T14:25:46.357329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:5c0469e82e1aca4de5e9b0db9e13a5bc16c3c72a5ea718818494f6174eabdc82

Observation 622ee88e-45ce-48dd-a910-eb3a7ed00f26 · outbound

This paper cites Ha-vid: A human assembly video dataset for comprehensive assembly knowledge understanding.Advances in Neural Information Processing Systems, 36:67069–67081, 2023.

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models Ha-vid: A human assembly video dataset for comprehensive assembly knowledge understanding.Advances in Neural Information Processing Systems, 36:67069–67081, 2023

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T16:33:56.480240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:37:15.414734Z digest=sha256:6df5d8362a9248a6d424353d9996e2bdca65c78c9762a3665d98d82239b2a707

Pith citing papers

No inbound Pith citation observations are available.