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Models/HAAN

HAAN

Reported on 20 benchmarks across 5 tasks · 1 paper · 3 SOTA

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

Computer Vision16 results

Weakly Supervised Action LocalizationonFineAction
mAP· 2022-07-24
4.1
SOTA
Weakly-Supervised Temporal Action Detection for Fine-Grained Videos with Hierarchical Atomic Actions arXiv:2207.11805
Weakly Supervised Action LocalizationonFineAction
mAP IOU@0.5· 2022-07-24
7.05
SOTA
Weakly-Supervised Temporal Action Detection for Fine-Grained Videos with Hierarchical Atomic Actions arXiv:2207.11805
Weakly Supervised Action LocalizationonFineAction
mAP IOU@0.75· 2022-07-24
3.95
SOTA
Weakly-Supervised Temporal Action Detection for Fine-Grained Videos with Hierarchical Atomic Actions arXiv:2207.11805
VideoonFineAction
mAP· 2022-07-24
4.1
best: 29.6 (RDFA-S6 (InternVideo2-6B))
Weakly-Supervised Temporal Action Detection for Fine-Grained Videos with Hierarchical Atomic Actions arXiv:2207.11805
VideoonFineAction
mAP IOU@0.5· 2022-07-24
7.05
best: 46.4 (RDFA-S6 (InternVideo2-6B))
Weakly-Supervised Temporal Action Detection for Fine-Grained Videos with Hierarchical Atomic Actions arXiv:2207.11805
VideoonFineAction
mAP IOU@0.75· 2022-07-24
3.95
best: 29.5 (RDFA-S6 (InternVideo2-6B))
Weakly-Supervised Temporal Action Detection for Fine-Grained Videos with Hierarchical Atomic Actions arXiv:2207.11805
VideoonFineAction
mAP IOU@0.95· 2022-07-24
1.14
best: 7.6 (RDFA-S6 (InternVideo2-6B))
Weakly-Supervised Temporal Action Detection for Fine-Grained Videos with Hierarchical Atomic Actions arXiv:2207.11805
Temporal Action LocalizationonFineAction
mAP· 2022-07-24
4.1
best: 29.6 (RDFA-S6 (InternVideo2-6B))
Weakly-Supervised Temporal Action Detection for Fine-Grained Videos with Hierarchical Atomic Actions arXiv:2207.11805
Temporal Action LocalizationonFineAction
mAP IOU@0.5· 2022-07-24
7.05
best: 46.4 (RDFA-S6 (InternVideo2-6B))
Weakly-Supervised Temporal Action Detection for Fine-Grained Videos with Hierarchical Atomic Actions arXiv:2207.11805
Temporal Action LocalizationonFineAction
mAP IOU@0.75· 2022-07-24
3.95
best: 29.5 (RDFA-S6 (InternVideo2-6B))
Weakly-Supervised Temporal Action Detection for Fine-Grained Videos with Hierarchical Atomic Actions arXiv:2207.11805
Temporal Action LocalizationonFineAction
mAP IOU@0.95· 2022-07-24
1.14
best: 7.6 (RDFA-S6 (InternVideo2-6B))
Weakly-Supervised Temporal Action Detection for Fine-Grained Videos with Hierarchical Atomic Actions arXiv:2207.11805
Action LocalizationonFineAction
mAP· 2022-07-24
4.1
best: 29.6 (RDFA-S6 (InternVideo2-6B))
Weakly-Supervised Temporal Action Detection for Fine-Grained Videos with Hierarchical Atomic Actions arXiv:2207.11805
Action LocalizationonFineAction
mAP IOU@0.5· 2022-07-24
7.05
best: 46.4 (RDFA-S6 (InternVideo2-6B))
Weakly-Supervised Temporal Action Detection for Fine-Grained Videos with Hierarchical Atomic Actions arXiv:2207.11805
Action LocalizationonFineAction
mAP IOU@0.75· 2022-07-24
3.95
best: 29.5 (RDFA-S6 (InternVideo2-6B))
Weakly-Supervised Temporal Action Detection for Fine-Grained Videos with Hierarchical Atomic Actions arXiv:2207.11805
Action LocalizationonFineAction
mAP IOU@0.95· 2022-07-24
1.14
best: 7.6 (RDFA-S6 (InternVideo2-6B))
Weakly-Supervised Temporal Action Detection for Fine-Grained Videos with Hierarchical Atomic Actions arXiv:2207.11805
Weakly Supervised Action LocalizationonFineAction
mAP IOU@0.95· 2022-07-24
1.14
best: 3.3 (ASL)
Weakly-Supervised Temporal Action Detection for Fine-Grained Videos with Hierarchical Atomic Actions arXiv:2207.11805

Methodology4 results

Zero-Shot LearningonFineAction
mAP· 2022-07-24
4.1
best: 29.6 (RDFA-S6 (InternVideo2-6B))
Weakly-Supervised Temporal Action Detection for Fine-Grained Videos with Hierarchical Atomic Actions arXiv:2207.11805
Zero-Shot LearningonFineAction
mAP IOU@0.5· 2022-07-24
7.05
best: 46.4 (RDFA-S6 (InternVideo2-6B))
Weakly-Supervised Temporal Action Detection for Fine-Grained Videos with Hierarchical Atomic Actions arXiv:2207.11805
Zero-Shot LearningonFineAction
mAP IOU@0.75· 2022-07-24
3.95
best: 29.5 (RDFA-S6 (InternVideo2-6B))
Weakly-Supervised Temporal Action Detection for Fine-Grained Videos with Hierarchical Atomic Actions arXiv:2207.11805
Zero-Shot LearningonFineAction
mAP IOU@0.95· 2022-07-24
1.14
best: 7.6 (RDFA-S6 (InternVideo2-6B))
Weakly-Supervised Temporal Action Detection for Fine-Grained Videos with Hierarchical Atomic Actions arXiv:2207.11805