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Models/Structured Keypoint Pooling

Structured Keypoint Pooling

Reported on 26 benchmarks across 10 tasks · 1 paper · 26 SOTA

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

Computer Vision12 results

VideoonUCF101-24
mAP@0.2· 2023-03-27
61.8
SOTA
Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling arXiv:2303.15270
VideoonUCF101
Accuracy· 2023-03-27
87.8
SOTA
Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling arXiv:2303.15270
VideoonHMDB51
Accuracy· 2023-03-27
70.9
SOTA
Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling arXiv:2303.15270
VideoonHockey Fight Detection Dataset
Accuracy· 2023-03-27
99.5
SOTA
Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling arXiv:2303.15270
Temporal Action LocalizationonUCF101-24
mAP@0.2· 2023-03-27
61.8
SOTA
Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling arXiv:2303.15270
Temporal Action LocalizationonUCF101
Accuracy· 2023-03-27
87.8
SOTA
Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling arXiv:2303.15270
Temporal Action LocalizationonHMDB51
Accuracy· 2023-03-27
70.9
SOTA
Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling arXiv:2303.15270
Action LocalizationonUCF101-24
mAP@0.2· 2023-03-27
61.8
SOTA
Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling arXiv:2303.15270
Action LocalizationonUCF101
Accuracy· 2023-03-27
87.8
SOTA
Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling arXiv:2303.15270
Action LocalizationonHMDB51
Accuracy· 2023-03-27
70.9
SOTA
Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling arXiv:2303.15270
Video ClassificationonHockey Fight Detection Dataset
Accuracy· 2023-03-27
99.5
SOTA
Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling arXiv:2303.15270
Weakly-supervised Temporal Action LocalizationonUCF101-24
mAP@0.2· 2023-03-27
61.8
SOTA
Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling arXiv:2303.15270

Time Series5 results

Action DetectiononUCF101
Accuracy· 2023-03-27
87.8
SOTA
Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling arXiv:2303.15270
Action DetectiononHMDB51
Accuracy· 2023-03-27
70.9
SOTA
Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling arXiv:2303.15270
Action RecognitiononSkeleton-Mimetics
Accuracy· 2023-03-27
21.2
SOTA
Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling arXiv:2303.15270
Action RecognitiononUCF101
Accuracy· 2023-03-27
87.8
SOTA
Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling arXiv:2303.15270
Action RecognitiononHMDB51
Accuracy· 2023-03-27
70.9
best: 93.25 (MSQNet)
SOTA
Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling arXiv:2303.15270

Robots4 results

Activity RecognitiononRWF-2000
Accuracy· uses extra data· 2023-03-27
93.4
SOTA
Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling arXiv:2303.15270
Activity RecognitiononSkeleton-Mimetics
Accuracy· 2023-03-27
21.2
SOTA
Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling arXiv:2303.15270
Activity RecognitiononUCF101
Accuracy· 2023-03-27
87.8
SOTA
Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling arXiv:2303.15270
Activity RecognitiononHMDB51
Accuracy· 2023-03-27
70.9
best: 93.25 (MSQNet)
SOTA
Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling arXiv:2303.15270

Methodology3 results

Zero-Shot LearningonUCF101-24
mAP@0.2· 2023-03-27
61.8
SOTA
Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling arXiv:2303.15270
Zero-Shot LearningonUCF101
Accuracy· 2023-03-27
87.8
SOTA
Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling arXiv:2303.15270
Zero-Shot LearningonHMDB51
Accuracy· 2023-03-27
70.9
SOTA
Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling arXiv:2303.15270

Natural Language Processing2 results

3D Action RecognitiononUCF101
Accuracy· 2023-03-27
87.8
SOTA
Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling arXiv:2303.15270
3D Action RecognitiononHMDB51
Accuracy· 2023-03-27
70.9
SOTA
Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling arXiv:2303.15270