Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/DualDETR (I3D-rgb)

DualDETR (I3D-rgb)

Reported on 24 benchmarks across 4 tasks · 1 paper · 12 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision18 results

VideoonMultiTHUMOS
mAP IOU@0.1· 2024-03-31
53.42
SOTA
Dual DETRs for Multi-Label Temporal Action Detection arXiv:2404.00653
VideoonMultiTHUMOS
mAP IOU@0.3· 2024-03-31
47.41
SOTA
Dual DETRs for Multi-Label Temporal Action Detection arXiv:2404.00653
VideoonMultiTHUMOS
mAP IOU@0.9· 2024-03-31
4.02
SOTA
Dual DETRs for Multi-Label Temporal Action Detection arXiv:2404.00653
Temporal Action LocalizationonMultiTHUMOS
mAP IOU@0.1· 2024-03-31
53.42
SOTA
Dual DETRs for Multi-Label Temporal Action Detection arXiv:2404.00653
Temporal Action LocalizationonMultiTHUMOS
mAP IOU@0.3· 2024-03-31
47.41
SOTA
Dual DETRs for Multi-Label Temporal Action Detection arXiv:2404.00653
Temporal Action LocalizationonMultiTHUMOS
mAP IOU@0.9· 2024-03-31
4.02
SOTA
Dual DETRs for Multi-Label Temporal Action Detection arXiv:2404.00653
Action LocalizationonMultiTHUMOS
mAP IOU@0.1· 2024-03-31
53.42
SOTA
Dual DETRs for Multi-Label Temporal Action Detection arXiv:2404.00653
Action LocalizationonMultiTHUMOS
mAP IOU@0.3· 2024-03-31
47.41
SOTA
Dual DETRs for Multi-Label Temporal Action Detection arXiv:2404.00653
Action LocalizationonMultiTHUMOS
mAP IOU@0.9· 2024-03-31
4.02
SOTA
Dual DETRs for Multi-Label Temporal Action Detection arXiv:2404.00653
VideoonMultiTHUMOS
Average mAP· 2024-03-31
32.64
best: 37.5 (TriDet (VideoMAEv2))
Dual DETRs for Multi-Label Temporal Action Detection arXiv:2404.00653
VideoonMultiTHUMOS
mAP IOU@0.5· 2024-03-31
35.18
best: 42.7 (TriDet (VideoMAEv2))
Dual DETRs for Multi-Label Temporal Action Detection arXiv:2404.00653
VideoonMultiTHUMOS
mAP IOU@0.7· 2024-03-31
20.18
best: 24.3 (TriDet (VideoMAEv2))
Dual DETRs for Multi-Label Temporal Action Detection arXiv:2404.00653
Temporal Action LocalizationonMultiTHUMOS
Average mAP· 2024-03-31
32.64
best: 37.5 (TriDet (VideoMAEv2))
Dual DETRs for Multi-Label Temporal Action Detection arXiv:2404.00653
Temporal Action LocalizationonMultiTHUMOS
mAP IOU@0.5· 2024-03-31
35.18
best: 42.7 (TriDet (VideoMAEv2))
Dual DETRs for Multi-Label Temporal Action Detection arXiv:2404.00653
Temporal Action LocalizationonMultiTHUMOS
mAP IOU@0.7· 2024-03-31
20.18
best: 24.3 (TriDet (VideoMAEv2))
Dual DETRs for Multi-Label Temporal Action Detection arXiv:2404.00653
Action LocalizationonMultiTHUMOS
Average mAP· 2024-03-31
32.64
best: 37.5 (TriDet (VideoMAEv2))
Dual DETRs for Multi-Label Temporal Action Detection arXiv:2404.00653
Action LocalizationonMultiTHUMOS
mAP IOU@0.5· 2024-03-31
35.18
best: 42.7 (TriDet (VideoMAEv2))
Dual DETRs for Multi-Label Temporal Action Detection arXiv:2404.00653
Action LocalizationonMultiTHUMOS
mAP IOU@0.7· 2024-03-31
20.18
best: 24.3 (TriDet (VideoMAEv2))
Dual DETRs for Multi-Label Temporal Action Detection arXiv:2404.00653

Methodology6 results

Zero-Shot LearningonMultiTHUMOS
mAP IOU@0.1· 2024-03-31
53.42
SOTA
Dual DETRs for Multi-Label Temporal Action Detection arXiv:2404.00653
Zero-Shot LearningonMultiTHUMOS
mAP IOU@0.3· 2024-03-31
47.41
SOTA
Dual DETRs for Multi-Label Temporal Action Detection arXiv:2404.00653
Zero-Shot LearningonMultiTHUMOS
mAP IOU@0.9· 2024-03-31
4.02
SOTA
Dual DETRs for Multi-Label Temporal Action Detection arXiv:2404.00653
Zero-Shot LearningonMultiTHUMOS
Average mAP· 2024-03-31
32.64
best: 37.5 (TriDet (VideoMAEv2))
Dual DETRs for Multi-Label Temporal Action Detection arXiv:2404.00653
Zero-Shot LearningonMultiTHUMOS
mAP IOU@0.5· 2024-03-31
35.18
best: 42.7 (TriDet (VideoMAEv2))
Dual DETRs for Multi-Label Temporal Action Detection arXiv:2404.00653
Zero-Shot LearningonMultiTHUMOS
mAP IOU@0.7· 2024-03-31
20.18
best: 24.3 (TriDet (VideoMAEv2))
Dual DETRs for Multi-Label Temporal Action Detection arXiv:2404.00653