Alternatives and similar repositories for TRACE

Users that are interested in TRACE are comparing it to the libraries listed below

• WHB139426 / Grounded-Video-LLM
  [EMNLP 2025 Findings] Grounded-VideoLLM: Sharpening Fine-grained Temporal Grounding in Video Large Language Models
  ☆125Updated last month
• TimeMarker-LLM / TimeMarker
  A Versatile Video-LLM for Long and Short Video Understanding with Superior Temporal Localization Ability
  ☆98Updated 10 months ago
• hshjerry / VideoEspresso
  [CVPR 2025 Oral] VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection
  ☆118Updated 2 months ago
• appletea233 / Temporal-R1
  Reinforcement Learning Tuning for VideoLLMs: Reward Design and Data Efficiency
  ☆53Updated 3 months ago
• HengLan / CGSTVG
  [CVPR 2024] Context-Guided Spatio-Temporal Video Grounding
  ☆58Updated last year
• Ziyang412 / VideoTree
  Code for CVPR25 paper "VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos"
  ☆137Updated 3 months ago
• gyxxyg / VTG-LLM
  [AAAI 2025] VTG-LLM: Integrating Timestamp Knowledge into Video LLMs for Enhanced Video Temporal Grounding
  ☆113Updated 9 months ago
• OpenGVLab / TimeSuite
  [ICLR 2025] TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning
  ☆45Updated 5 months ago
• www-Ye / Time-R1
  R1-like Video-LLM for Temporal Grounding
  ☆117Updated 3 months ago
• DCDmllm / Momentor
  ☆80Updated 10 months ago
• yeliudev / R2-Tuning
  🌀 R2-Tuning: Efficient Image-to-Video Transfer Learning for Video Temporal Grounding (ECCV 2024)
  ☆89Updated last year
• yongliang-wu / NumPro
  [CVPR2025] Number it: Temporal Grounding Videos like Flipping Manga
  ☆121Updated last month
• ziplab / LongVLM
  ☆103Updated last year
• ncTimTang / AKS
  [CVPR 2025] Adaptive Keyframe Sampling for Long Video Understanding
  ☆107Updated last month
• yellow-binary-tree / HawkEye
  Official implementation of HawkEye: Training Video-Text LLMs for Grounding Text in Videos
  ☆42Updated last year
• sudo-Boris / mr-Blip
  Official Implementation of "Chrono: A Simple Blueprint for Representing Time in MLLMs"
  ☆91Updated 6 months ago
• xiaomi-research / time-r1
  [NeurIPS'25] Time-R1: Post-Training Large Vision Language Model for Temporal Video Grounding
  ☆51Updated 3 months ago
• contrastive / FreeVideoLLM
  ☆81Updated 11 months ago
• scofield7419 / Video-of-Thought
  Video Chain of Thought, Codes for ICML 2024 paper: "Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition"
  ☆165Updated 7 months ago
• TencentARC / ST-LLM
  [ECCV 2024🔥] Official implementation of the paper "ST-LLM: Large Language Models Are Effective Temporal Learners"
  ☆150Updated last year
• OpenGVLab / VideoChat-R1
  [NIPS2025] VideoChat-R1 & R1.5: Enhancing Spatio-Temporal Perception and Reasoning via Reinforcement Fine-Tuning
  ☆204Updated this week
• MCG-NJU / VideoChat-Online
  [CVPR 2025] Online Video Understanding: OVBench and VideoChat-Online
  ☆66Updated last month
• yaolinli / TimeChat-Online
  [ACM MM 2025] TimeChat-online: 80% Visual Tokens are Naturally Redundant in Streaming Videos
  ☆81Updated 3 weeks ago
• whwu95 / FreeVA
  FreeVA: Offline MLLM as Training-Free Video Assistant
  ☆63Updated last year
• imagegridworth / IG-VLM
  ☆138Updated last year
• SCZwangxiao / video-ReTaKe
  Official implementation of paper ReTaKe: Reducing Temporal and Knowledge Redundancy for Long Video Understanding
  ☆37Updated 6 months ago
• gls0425 / LinVT
  LinVT: Empower Your Image-level Large Language Model to Understand Videos
  ☆82Updated 9 months ago
• llyx97 / TempCompass
  [ACL 2024 Findings] "TempCompass: Do Video LLMs Really Understand Videos?", Yuanxin Liu, Shicheng Li, Yi Liu, Yuxiang Wang, Shuhuai Ren, …
  ☆122Updated 6 months ago
• Visual-AI / PruneVid
  [ACL 2025] PruneVid: Visual Token Pruning for Efficient Video Large Language Models
  ☆54Updated 4 months ago
• Becomebright / GroundVQA
  Official PyTorch code of GroundVQA (CVPR'24)
  ☆62Updated last year