</> Code with Papers by Syntology

Datasets › Charades-STA

Charades-STA

Introduced by Jiyang Gao et al. in TALL: Temporal Activity Localization via Language Query archive 2025-07-28

Charades-STA is a new dataset built on top of Charades by adding sentence temporal annotations.

Source: TALL: Temporal Activity Localization via Language Query

HomepageBenchmarksPapers JSON

Benchmarks archive 2025-07-28

All 4 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Moment Retrieval Charades-STA SG-DETR (w/ PT) R@1 IoU=0.5 71.10 Saliency-Guided DETR for Moment Retrieval and Highlight Detection ai-forever/sg-detr 25 Compare
Temporal Sentence Grounding Charades-STA DeCafNet R1@0.7 47.55 DeCafNet: Delegate and Conquer for Efficient Temporal... zijialewislu/cvpr2025-decafnet 13 Compare
Partially Relevant Video Retrieval Charades-STA ms-sl Recall@Sum 68.4 Partially Relevant Video Retrieval HuiGuanLab/ms-sl 1 Compare
Video Retrieval Charades-STA PO Loss text-to-video Mean Rank 162.3 Rudder: A Cross Lingual Video and Text Retrieval Dataset nshubham655/RUDDER 1 Compare

Papers archive 2025-07-28

26 shown of 26 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 236. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos 1 1 22 May 2025 not harvested
LD-DETR: Loop Decoder DEtection TRansformer for Video Moment Retrieval and Highlight Detection 1 1 18 Jan 2025 not harvested
FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding 1 1 18 Dec 2024 ran 2 of 13 samples (11 unverified; 13 pointer-only for licence)
VideoLights: Feature Refinement and Cross-Task Alignment Transformer for Joint Video Highlight Detection and Moment Retrieval 1 1 2 Dec 2024 not harvested
LLaVA-MR: Large Language-and-Vision Assistant for Video Moment Retrieval 1 1 21 Nov 2024 not harvested
TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning 1 2 25 Oct 2024 ran 3 of 6 samples (3 unverified)
Saliency-Guided DETR for Moment Retrieval and Highlight Detection 1 2 2 Oct 2024 not harvested
Prior Knowledge Integration via LLM Encoding and Pseudo Event Regulation for Video Moment Retrieval 1 1 21 Jul 2024 ran 5 of 11 samples (6 unverified)
UniMD: Towards Unifying Moment Retrieval and Temporal Action Detection 1 1 7 Apr 2024 not harvested
InternVideo2: Scaling Foundation Models for Multimodal Video Understanding 2 2 22 Mar 2024 not harvested
Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding 1 1 14 Mar 2024 ran 8 of 13 samples (5 unverified)
BAM-DETR: Boundary-Aligned Moment Detection Transformer for Temporal Sentence Grounding in Videos 1 1 30 Nov 2023 ran 8 of 11 samples (3 unverified; 11 pointer-only for licence)
Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight Detection 1 1 28 Nov 2023 ran 9 of 12 samples (3 unverified)
Towards Weakly Supervised End-to-end Learning for Long-video Action Recognition 0 6 28 Nov 2023 not harvested
Correlation-Guided Query-Dependency Calibration for Video Temporal Grounding 2 1 15 Nov 2023 ran 2 of 11 samples (9 unverified; 11 pointer-only for licence)
UnLoc: A Unified Framework for Video Localization Tasks 1 2 21 Aug 2023 not harvested
D3G: Exploring Gaussian Prior for Temporal Sentence Grounding with Glance Annotation 1 2 8 Aug 2023 ran 13 of 17 samples (4 unverified; 17 pointer-only for licence)
Background-aware Moment Detection for Video Moment Retrieval 1 1 5 Jun 2023 not harvested
Query-Dependent Video Representation for Moment Retrieval and Highlight Detection 1 1 24 Mar 2023 ran 1 of 1 samples (0 unverified; 1 pointer-only for licence)
SimVTP: Simple Video Text Pre-training with Masked Autoencoders 0 1 7 Dec 2022 not harvested
Partially Relevant Video Retrieval 1 1 26 Aug 2022 not harvested
UMT: Unified Multi-modal Transformers for Joint Video Moment Retrieval and Highlight Detection 3 2 23 Mar 2022 not harvested
Weakly Supervised Temporal Sentence Grounding With Gaussian-Based Contrastive Proposal Learning 1 2 1 Jan 2022 not harvested
Negative Sample Matters: A Renaissance of Metric Learning for Temporal Grounding 2 2 10 Sep 2021 not harvested
QVHighlights: Detecting Moments and Highlights in Videos via Natural Language Queries 4 2 20 Jul 2021 ran 2 of 2 samples (0 unverified; 1 pointer-only for licence)
Rudder: A Cross Lingual Video and Text Retrieval Dataset 1 1 9 Mar 2021 not harvested

Dataset loaders archive 2025-07-28

jiyanggao/TALLtf

1 loader as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

Video RetrievalVideo UnderstandingMoment RetrievalPartially Relevant Video RetrievalDecision MakingTemporal Sentence GroundingTemporal Localization

License archive 2025-07-28

Custom

Modalities archive 2025-07-28

VideosTexts

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • Charades-STA

1 variant name, as the archive lists them.

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections