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SOTA
时序句子定位
Temporal Sentence Grounding On Charades Sta
Temporal Sentence Grounding On Charades Sta
评估指标
R1@0.5
R1@0.7
R5@0.5
R5@0.7
评测结果
各个模型在此基准测试上的表现结果
Columns
模型名称
R1@0.5
R1@0.7
R5@0.5
R5@0.7
Paper Title
Repository
AdaFocus (Full, MViT-Charades-Pretrain-feature, MMN model)
62.4
38.6
89.4
66.4
Towards Weakly Supervised End-to-end Learning for Long-video Action Recognition
-
AdaFocus (Full, I3D-Charades-Pretrain-feature, MMN model)
56.7
35.6
87.9
65.0
Towards Weakly Supervised End-to-end Learning for Long-video Action Recognition
-
MMN (Full, MViT-K400-Pretrain-feature, evaluated by AdaFocus)
55.2
32.2
88.3
62.7
Negative Sample Matters: A Renaissance of Metric Learning for Temporal Grounding
AdaFocus (Weak, MViT-Charades-Pretrain-feature, CPL model)
51.7
23.2
85.2
52.6
Towards Weakly Supervised End-to-end Learning for Long-video Action Recognition
-
AdaFocus (Semi-weak, MViT-Charades-Pretrain-feature, D3G model)
50.1
21.8
86.1
54.6
Towards Weakly Supervised End-to-end Learning for Long-video Action Recognition
-
MMN (Full, I3D-K400-Pretrain-feature, evaluated by AdaFocus)
49.4
29.8
85.8
60.5
Negative Sample Matters: A Renaissance of Metric Learning for Temporal Grounding
AdaFocus (Weak, I3D-Charades-Pretrain-feature, CPL model)
49.1
22.4
84.2
51.8
Towards Weakly Supervised End-to-end Learning for Long-video Action Recognition
-
CPL (Weak, MViT-K400-Pretrain-feature, evaluated by AdaFocus)
47.8
21.8
84.6
50.4
Weakly Supervised Temporal Sentence Grounding With Gaussian-Based Contrastive Proposal Learning
-
AdaFocus (Semi-weak, I3D-Charades-Pretrain-feature, D3G model)
46.9
21.1
79.3
49.2
Towards Weakly Supervised End-to-end Learning for Long-video Action Recognition
-
D3G (Semi-weak, MViT-K400-Pretrain-feature, evaluated by AdaFocus)
46.0
20.2
83.1
50.2
D3G: Exploring Gaussian Prior for Temporal Sentence Grounding with Glance Annotation
D3G (Semi-weak, I3D-K400-Pretrain-feature, evaluated by AdaFocus)
41.7
18.8
78.2
48.0
D3G: Exploring Gaussian Prior for Temporal Sentence Grounding with Glance Annotation
CPL (Weak, I3D-K400-Pretrain-feature, evaluated by AdaFocus)
39.6
18.6
81.4
49.2
Weakly Supervised Temporal Sentence Grounding With Gaussian-Based Contrastive Proposal Learning
-
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