Datasets › TACoS Multi-Level Corpus

TACoS Multi-Level Corpus

Introduced by Anna Senina et al. in Coherent Multi-Sentence Video Description with Variable Level of Detail archive 2025-07-28

Augments the video-description dataset TACoS with short and single sentence descriptions.

Source: Coherent Multi-Sentence Video Description with Variable Level of Detail

Benchmarks archive 2025-07-28

All 1 leaderboard 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
Natural Language Moment Retrieval TACoS SG-DETR (w/ PT) R@1,IoU=0.3 58.10 Saliency-Guided DETR for Moment Retrieval and Highlight Detection ai-forever/sg-detr 13 Compare

Papers archive 2025-07-28

11 shown of 11 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 45. 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)
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)
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)
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)
UniVTG: Towards Unified Video-Language Temporal Grounding 1 1 31 Jul 2023 ran 10 of 16 samples (6 unverified)
Learning Grounded Vision-Language Representation for Versatile Understanding in Untrimmed Videos 1 2 11 Mar 2023 ran 1 of 12 samples (11 unverified)
VLG-Net: Video-Language Graph Matching Network for Video Grounding 1 1 19 Nov 2020 ran 1 of 1 samples (0 unverified)

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

No modality tagged.

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • TACoS
  • TACoS Multi-Level Corpus

2 variant names, as the archive lists them.

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