Pith. sign in

Paper Citation Record · LEDGER

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance

As of 17 August 2026, this Paper Citation Record lists 74 of 74 outbound references and 0 inbound Pith citation observations for arXiv:2509.09730.

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

pith.paper-citation-record.v1
2509.09730 v1

Coverage vector

measured 74 of 74 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T20:33:36.562386Z

measured 74 of 74 standing notices

One-hop event checks from named stored sources.

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

measured 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

74 of 74 outbound references displayed

  • verified exact3
  • verified fuzzy0
  • unresolved70
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8dba9e56-f731-49ac-bef9-972742cce01d · outbound

This paper cites Veres, M.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Veres, M

Reference 1

Resolution
malformed identifier
no resolver link, observed 2026-08-04T20:33:31.558323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:31.558323Z digest=sha256:02cf93619510a02bda75b9a0fc7ebe0829978080a3104539153ee4aad8a486fb

Observation c5527cae-a78f-4f12-9006-2d288f2eed74 · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:31.715205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:31.715205Z digest=sha256:ac2bf1d29a1b94094f75d890b26916a45fd6f4eb0cdf44dad895aed630b9c29f

Observation 7f59240f-f5c1-40fa-831c-677dc48733c8 · outbound

This paper cites Ashraf, A.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Ashraf, A

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:31.781613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:31.781613Z digest=sha256:594e157aed4bf2bf7404ccdc9443d0e985c306f86d74819e25ac45b2cdac4acd

Observation f5752723-905c-4f9e-a6a3-5eac6d239f64 · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:31.845530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:31.845530Z digest=sha256:128727c23dc50c756c598b02b8b0a3f33386978425ff53eb613ffb4c41beb09c

Observation 519e6669-1061-48a9-bf53-c63ca15c0ace · outbound

This paper cites TAD: A Large-Scale Benchmark for Traffic Accidents Detection from Video Surveillance.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance TAD: A Large-Scale Benchmark for Traffic Accidents Detection from Video Surveillance

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:31.925540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:31.925540Z digest=sha256:741069afd6cff47b5e3624570bcf90f7bbf35e807ae9ab0ea5c26e1357533254

Observation 9cb094dc-dd0e-42d2-be62-ea843348c16b · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:32.068968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:32.068968Z digest=sha256:1888441a9a08af1c7e98c6005f1ef58e50f2f2ddc211695b246d6796bbef3c90

Observation 3d62e707-e611-4442-8cef-62f8e8b2147f · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:32.152275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:32.152275Z digest=sha256:4d8ca996ae3020bcfb8a9df10f622439591567a5287faaea78e3c90541e7d806

Observation a77ca732-2f4f-432d-9a0a-90108bcfb5f4 · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:32.241773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:32.241773Z digest=sha256:81ba6e322ecdb3b2d9686782ee33a0f20f48be8ec52fec8a909dcb47a7e8b075

Observation 166f64ad-973c-4997-bd93-c84cf6cd4479 · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 9

Resolution
verified exact
doi, observed 2026-08-04T20:39:37.730609Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-04T20:33:32.299591Z digest=sha256:86ec17161d4e750b9aaf6fa1621730b8347d1ecaabcc4eb099359731d9d1de71

Observation df607241-c5fb-436c-b161-4cfe654f7af3 · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 10

Resolution
verified exact
doi, observed 2026-08-04T20:39:37.633463Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-04T20:33:32.384190Z digest=sha256:f4e5c753345ccc44e97dab330abd96257770b407c2a680e36b78fd4231a20a2f

Observation 17dfc18c-8f48-4a9f-8c0a-d1da780d1d04 · outbound

This paper cites Faghri, H.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Faghri, H

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:32.473384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:32.473384Z digest=sha256:8866f43594c2f4263f9f868452313ae656a64aaec9fc32700cf8797cd91642fd

Observation 9caddab0-e383-4fd0-9549-1af8ed4f94cd · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:32.538191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:32.538191Z digest=sha256:061f74c3e03a42a7405f7377350156def24309e7e75afa3e852e1c3d73876723

Observation 907fac82-5a15-4380-a848-45f7cc923d7a · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:32.618592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:32.618592Z digest=sha256:583794b0e1e4ec5d427828e55a94566cf90312957c98833e168edd423ac3a0c4

Observation 16d48bb8-45c5-4e68-8f53-6b82fddf74ce · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:32.701672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:32.701672Z digest=sha256:5d27488da32922cda653be2653da380cbb5ed9e71b6aea436cfb13b5a03c8c77

Observation 7e716d49-1419-4cf9-9954-536dfd06c65a · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:32.870865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:32.870865Z digest=sha256:ba38ae0eb79e59d46ad9d50401ec85111f456631adab78d3dff7bb35eaf8e930

Observation 0d02e9dd-a250-4b1f-9191-dbe784d099ba · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:32.949187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:32.949187Z digest=sha256:08c75aff3c867f6cfa217d520dd14c229a88b78576213a7f3144bf0d6c78bf60

Observation 8318bae6-49a0-4062-a45d-cf003c69e6b9 · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:33.013883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:33.013883Z digest=sha256:5dfca650b65e098b0e6725e7d5a7d58ca77f165f7fcce9a2e131e4c85c8ce296

Observation d6dd44cf-da80-4248-986b-23d2752283de · outbound

This paper cites M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:33.091166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:33.091166Z digest=sha256:26cde3ad5ff2c23622d73c200ec548728e9429660e29eac5c9ed9c1db2f7b111

Observation d34812f8-53de-4a11-852e-2ebd368a7834 · outbound

This paper cites LingoQA: Visual Question Answering for Autonomous Driving.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance LingoQA: Visual Question Answering for Autonomous Driving

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:33.197267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:33.197267Z digest=sha256:cdb42c10215dcf8d914c0f6c5acfd1eea94a9d83231f83c958f23998ecd7579c

Observation 1c4917b7-397f-4ca5-882b-2bfc16f83eda · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:33.246017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:33.246017Z digest=sha256:442bd757827c6fbedbd635581b172cfd9b4083ee21be8d5e8fb58520d259edd6

Observation 2c31b5a3-bc4b-4cdd-931d-adcf11e97eb7 · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:33.298962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:33.298962Z digest=sha256:1c761f925be596fc3e669a879245ac91249dcf8d7a86047152ec6b8f5c7fc6d0

Observation cc5b2ae4-d70e-4ffd-97a8-a5699c311b30 · outbound

This paper cites 14615–14624.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance 14615–14624

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:33.352299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:33.352299Z digest=sha256:41b1bb0e0bfd2a4c1a4e9e1c76d377452905ff802604925e5ec0fcc2a6f10837

Observation 63127ea3-f203-4483-9cc1-2a7222504b7d · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:33.412609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:33.412609Z digest=sha256:6139f343ad344779e16eebb3ea5569bd267cce3abe59a415e3e79301eda952cb

Observation 1f5aadaf-f760-422b-8b24-fb742484fbf0 · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:33.434572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:33.434572Z digest=sha256:3d732242225a0850e39e6e23d951212adbafe6e0673f9330dcba5db839e391cf

Observation 9a78bdc4-c497-40cf-b43a-a7efcbfc51fc · outbound

This paper cites Visual Position Prompt for MLLM based Visual Grounding.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Visual Position Prompt for MLLM based Visual Grounding

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:33.448171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:33.448171Z digest=sha256:f592f229c46831ca9b3cc4feb8c6bc5cb2c696f5372af5680f7771d912158c39

Observation 53f8a7d7-2828-44d4-81fb-0a75dd339119 · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:33.475090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:33.475090Z digest=sha256:a0a372b13de90c829c7f404db355720d20c7ad83207ab3c7f13ec59f37d831a4

Observation 7588297f-907a-4af7-bfea-d32e731f7d87 · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:33.503978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:33.503978Z digest=sha256:65d4e3eb1fc1749482e57e3f5b18800e65be47a3f87c2706b72e0933f97f9486

Observation 4d2dd6a0-8d50-4e56-98b5-332030259f7c · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:33.550187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:33.550187Z digest=sha256:1dc1445ad61e0be960f0f6cc2d6ae64f313cdae3175a5f5711ad42fbe82c4d88

Observation 61ca0975-bfc7-4b28-8347-bdd25e009509 · outbound

This paper cites Paulraj, S.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Paulraj, S

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:33.597543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:33.597543Z digest=sha256:bf40e5334c2da01953eabe595becb4206aa0adc208e9ff556f03e10e9eb668fe

Observation 3d1f2d32-185e-4993-b775-8b5560bd4a82 · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:33.628803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:33.628803Z digest=sha256:72b8412779a3c79de05ab5bb886c8d0b4412150304e23a20064cd61c68cc6554

Observation 62a4213b-b804-481f-8249-f288c6e7dfa5 · outbound

This paper cites Zhang, Y.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Zhang, Y

Reference 31

Resolution
verified exact
doi, observed 2026-08-04T20:39:37.422347Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-04T20:33:33.677612Z digest=sha256:2908443e65d90a484be0f631a9086987ab34a7024aa809516230dbed36ee46f9

Observation c3940b46-0533-444a-bebc-bb7eb46c0f9e · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:33.739373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:33.739373Z digest=sha256:d9c328914f6056bbb90e10d5f5968e1119baee0aaca8d404dda28fcfeb635d83

Observation cd1920bb-8bb3-4b99-8150-a50e68a2de7f · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:33.791424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:33.791424Z digest=sha256:ed2a57349864a12c196ca017f4a00fe71324a0bf9c80b0c961d3ecb499a0de42

Observation c8f6eeae-318c-41fb-baae-2a464e8b3307 · outbound

This paper cites Guarrasi, F.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Guarrasi, F

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:33.875808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:33.875808Z digest=sha256:295cb36e21cd2373b46883c974a3eb911ababc13f97a76a73fb83f118645aad4

Observation 99324523-1e6e-4c7f-a3ac-df2c9b30e1c8 · outbound

This paper cites Jiang, M.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Jiang, M

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:33.952072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:33.952072Z digest=sha256:9e8a98a26708ba51a25559da159aeb9ae05b68accd58830d125c51d8447e68bf

Observation 77701561-2aba-4f1b-974a-9b79597b43e4 · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:34.165874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:34.165874Z digest=sha256:918c07674197a5270fa3c8d56e1607a9469a380f5ea62120ceee7fc6408aa353

Observation ec823505-f12e-4950-b2ec-2fdbe30f0ace · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:34.232393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:34.232393Z digest=sha256:9cd9316d6adfdda4d176820bab0cb43f10be32a9735e57ec3b6369fe731deeaf

Observation 61138285-55e5-4f20-89c7-03ffd4d96e1b · outbound

This paper cites WTS: A Pedestrian-Centric Traffic Video Dataset for Fine-grained Spatial-Temporal Understanding.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance WTS: A Pedestrian-Centric Traffic Video Dataset for Fine-grained Spatial-Temporal Understanding

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:34.313569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:34.313569Z digest=sha256:3a74107dcae8f8d77fff208e0e65d7ecc19806cc817075703778ee51890a4dc6

Observation 1b1762dc-c977-4bce-953d-6e22362bc40a · outbound

This paper cites Parikh, D.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Parikh, D

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:34.391442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:34.391442Z digest=sha256:1870111d9c64feedd7aef6d91c948df05d5c3a2da47b225ccc0677bcb922cb1e

Observation 5ad9c7b5-dc10-4b67-b855-6fa056d2d832 · outbound

This paper cites Fang, L.-l.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Fang, L.-l

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:34.512159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:34.512159Z digest=sha256:5a69029b58f51ef7c3cb2419fafdd0308bc2ab9e0707e4ed208f95ee8e372e4a

Observation 8344ecfa-23a1-4907-9831-db4a0e720282 · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:34.581666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:34.581666Z digest=sha256:1ca93382d3ee400254a224b9826f8e69465ad373b12c7463c9ed570d74a596ca

Observation a1db5552-3ad8-42bd-8958-3e691a0eec81 · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:34.620858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:34.620858Z digest=sha256:7a80e429325654c5b42d9222e79287496b3d95cabcd58c377a9e6b7d2db2cba6

Observation 35b35bc1-07c6-43db-bf6c-1799694de448 · outbound

This paper cites 2110–2118.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance 2110–2118

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:34.677723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:34.677723Z digest=sha256:014e9c46ffb5de8a6df52ef8be66d81918dbedfedc81cbdf27e918a9eba4fd9f

Observation 2e3542da-dd0c-4ba5-9f6d-616225a519fa · outbound

This paper cites Møgelmose, D.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Møgelmose, D

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:34.733270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:34.733270Z digest=sha256:f8ab70669641980e2d2ebac683e1f6e1954a61240c88761fb9d6b2105e8baa45

Observation 480fc491-0f8c-4c49-aeab-641141047af5 · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:34.773801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:34.773801Z digest=sha256:10230ee35767b7b272c5074ce1ab2d33e8feba8059de6795a2196dd3e8fb2184

Observation c81b0e6f-5eba-40e8-9ec0-b8b90b035b5d · outbound

This paper cites Naphade, Z.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Naphade, Z

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:34.829248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:34.829248Z digest=sha256:64a61824b07be6e7a552d0404ec995c327a928e434e56f973974a20a70b8d1c4

Observation 00b16b88-853c-4cd0-b159-4fd6a4ab26c5 · outbound

This paper cites Snyder, M.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Snyder, M

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:34.890500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:34.890500Z digest=sha256:05c79d7ef49c3bfc35b18020deb2aa464bb5c595480b64f22f98486aa4fac74c

Observation bce8ce26-09f1-47f7-9142-78f4d416fb7d · outbound

This paper cites Krajewski, J.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Krajewski, J

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:34.959529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:34.959529Z digest=sha256:71a877931a3fa2c7493edac9daf662d587b4a47b08e31f637535f722e475a096

Observation 985a0877-b12f-4c92-91fa-ec278b9d2ae3 · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:35.031490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:35.031490Z digest=sha256:8c6060cd5ad53be5e2091747d0886dd0e35961a48bc4ad9ff1ef75b0c4162ef8

Observation 8f868637-8271-443d-a865-ec5a0a3bf27d · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:35.093301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:35.093301Z digest=sha256:4bc455c87c855a0ce52e63e4020fdf9c8daf34cd2d6f45034d29db92be5de964

Observation 8ed0633e-d845-4814-8dea-85d71e8c6e72 · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:35.179826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:35.179826Z digest=sha256:0275b8416705eaed9fd150dca52e02c47f46705cd58617e4fb87692e4ce7cb53

Observation 7095bc4c-009e-46cf-a5b4-5b7691f2e502 · outbound

This paper cites Deruyttere, D.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Deruyttere, D

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:35.241880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:35.241880Z digest=sha256:7eb876d3a31904093e95fb1ca490e981a3f3116bda262e48b9ce74fdeeb07e6b

Observation 474c605f-dbd7-43d9-a3b4-6ea0ffd20a54 · outbound

This paper cites A Study of Situational Reasoning for Traffic Understanding.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance A Study of Situational Reasoning for Traffic Understanding

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:35.289651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:35.289651Z digest=sha256:7554aa3fb9eea28db1f054ad3e732da5f40872cf5f539848a25ca6dbfe89cc04

Observation abb59bf7-77c8-46da-a397-2d6db7bfad23 · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:35.333599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:35.333599Z digest=sha256:72e7cc4af8a927377d638939a709b94603de89acf3b3970f6ce4f41d61a9bb8b

Observation 5c565776-35a0-437c-960e-c36130bedc4b · outbound

This paper cites Malla, C.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Malla, C

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:35.383479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:35.383479Z digest=sha256:7ffbc2dd8790248a50702b0ca96c279542856bd78b9dfd07882f68d62ed3eba3

Observation 7cef3d21-99ec-4964-a96c-1ca24544e3da · outbound

This paper cites Language Prompt for Autonomous Driving.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Language Prompt for Autonomous Driving

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:35.435043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:35.435043Z digest=sha256:0168b380876c1bc9bc416f4f8353b553313655113164e0b8c861d7c9aae3fa08

Observation 49283034-e0dd-4ff2-ac0f-707a1bba92b5 · outbound

This paper cites DriveLM: Driving with Graph Visual Question Answering.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance DriveLM: Driving with Graph Visual Question Answering

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:35.483420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:35.483420Z digest=sha256:f065bc181545530b34c7f6ef8613029e5fdb451cbb3b03f253783377d834e570

Observation 1f30f7f2-3bfe-45df-a289-e557eb6843dd · outbound

This paper cites Haotian, L.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Haotian, L

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:35.568009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:35.568009Z digest=sha256:999935c049696704865675ae611b69c0e60d7ba7efa01662f958f33d85743326

Observation 2649b8d4-5e5c-4d68-8e69-46967c52364a · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:35.597522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:35.597522Z digest=sha256:7335767824f25ef12e96e1974a27a1ab3a01562f818e3dbcc9d76977904544ab

Observation e345d3b2-90ac-4d42-a250-c4ea48a99cfa · outbound

This paper cites Haotian, L.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Haotian, L

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:35.672555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:35.672555Z digest=sha256:9fdc35caf08d521d542bf14967b55dfbe18afeb6a8ecb358445690a5549c5fa8

Observation 3b3a0cc3-3b72-4baa-a753-b0b1ca528cf1 · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:35.741967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:35.741967Z digest=sha256:1addb91c404480df2886f95605aa5c07e69b7c9ea9c4224ef4e1b8d389d2bf79

Observation 314609b6-e807-4a19-9884-a30c743c01b9 · outbound

This paper cites Benchmarking In-the-wild Multimodal Disease Recognition and A Versatile Baseline.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Benchmarking In-the-wild Multimodal Disease Recognition and A Versatile Baseline

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:35.819550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:35.819550Z digest=sha256:c204720df7a16400b9c24124ff0c38b14a512753bc7ede0db19f16ed486c7a3f

Observation c2dbaf5c-35c6-4e8f-98bb-652b89e4ca33 · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:35.901532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:35.901532Z digest=sha256:eefaf25aedeff9ddb1ea26ac22ca4f374a33793be8be3f708d71e738f7f54637

Observation 5ddf76e0-1693-4209-817b-757ae4b1afcb · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:35.982061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:35.982061Z digest=sha256:7a2593cd7c2a152b3c89f4f3d961c654016d08235cd44fc9eaf7e9cb165f3eec

Observation 9d498ba2-d99a-48f5-a538-4cc7ff85801f · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:36.023123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:36.023123Z digest=sha256:7150746b8ec1e50a807dd30fb6973285bcc658c08fad39cf698785f1cfcfa678

Observation 51b78667-c4f7-44b4-91f4-a7aa3297fbfc · outbound

This paper cites Kittinaradorn, Easyocr.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Kittinaradorn, Easyocr

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:36.101698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:36.101698Z digest=sha256:a41bda8dad34feda5bb7e140e04b0f498a1b262daeb541daf8123ab12330332b

Observation f3cb344d-832c-407a-a512-47b492dcc98e · outbound

This paper cites Michael, TaoXie, J.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Michael, TaoXie, J

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:36.171672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:36.171672Z digest=sha256:faf7982c853fc48a7953692d21d75242204ae4d5dd605332347ecdbb1c13b8c9

Observation cfa25b67-a012-414a-b494-9b7d4a23629c · outbound

This paper cites URLhttps://openai.com/index/hello-gpt-4o/11.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance URLhttps://openai.com/index/hello-gpt-4o/11

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:36.242167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:36.242167Z digest=sha256:56d4da9b57ad6e317fde331c3d9bb30af980d1bcd3964097dbd13d6328029cdd

Observation 4af0439d-48e1-4c97-870f-ed4a9a2c629c · outbound

This paper cites What is the best model? Application-driven Evaluation for Large Language Models.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance What is the best model? Application-driven Evaluation for Large Language Models

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:36.303660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:36.303660Z digest=sha256:8f63718630a94c787642c58baadd3a8035f2daa172251309c99f3e9c27529c88

Observation 47047885-9347-4edf-8100-55ac30a792d5 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:36.370395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:36.370395Z digest=sha256:f72bfdad30127b10813794101ebbc9a87e7d64406eee370058abfa5b9a9820d7

Observation 2720bfed-e152-4e0a-86a8-80cd3d5878a6 · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:36.426057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:36.426057Z digest=sha256:7770fb90a4580d420188d67cc80d22cf4c9483648c1801159583361288e4e683

Observation dea800b3-5aa8-4bfa-8165-2a36ba460daa · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:36.439176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:36.439176Z digest=sha256:5b9421a788acdea944a0ff24a710de446a70278ebcf8002dc26ec7355606a9e1

Observation 2b55e387-769d-49c4-b1ca-813a0c0aa120 · outbound

This paper cites an unresolved cited work.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance Unresolved cited work

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:36.504268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:36.504268Z digest=sha256:cb1211671a7fe57f1c8f9218d45a7eff29c3b8329ca7f42fdbb1a1cedda2affd

Observation b57515e4-042d-4a13-b413-35a75a52b52d · outbound

This paper cites AI, Yi vision language model.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance AI, Yi vision language model

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-04T20:33:36.562386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:33:36.562386Z digest=sha256:a9ad1ae9a8e710ee3ff40cdc3541959e13f086c4d9a6fecf91f46c91cf1aab39

Pith citing papers

No inbound Pith citation observations are available.