Segmentation from a sentence on J-HMDB Sentences (test)
0.88P@0.5ClawCraneNet
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| ClawCraneNetTraining Dataset=A2D Sentences, fine-tuning=false2021.03 | 0.88 | 0.796 | 0.566 | 14.7 | 0.2 | 0.433 | 0.644 | 0.655 | |
| Oursfinetuning=false, source_dataset=A2D Sentences2021.05 | 0.783 | 0.639 | 0.378 | 7.6 | 0 | 0.335 | 0.598 | 0.604 | |
| ACGAfinetuning=false, source_dataset=A2D Sentences2021.05 | 0.756 | 0.564 | 0.287 | 3.4 | 0 | 0.289 | 0.576 | 0.584 | |
| Wang et al. [39]Training Dataset=A2D Sentences, fine-tuning=false2021.03 | 0.756 | 0.564 | 0.287 | 3.4 | 0 | 0.289 | 0.576 | 0.584 | |
| CMDYfinetuning=false, source_dataset=A2D Sentences2021.05 | 0.742 | 0.587 | 0.316 | 4.7 | 0 | 0.301 | 0.554 | 0.576 | |
| Wang et al. [38]Training Dataset=A2D Sentences, fine-tuning=false2021.03 | 0.742 | 0.587 | 0.316 | 4.7 | 0 | 0.301 | 0.554 | 0.576 | |
| Gavrilyuk et al.finetuning=false, source_dataset=A2D Sentences, training_config=training more layers of I3D backbone2021.05 | 0.712 | 0.518 | 0.264 | 3 | 0 | 0.267 | 0.555 | 0.57 | |
| Gavrilyuk et al.Training Dataset=A2D Sentences, fine-tuning=false2021.03 | 0.712 | 0.518 | 0.264 | 3 | 0 | 0.267 | 0.555 | 0.57 | |
| fully-convolutional modeltrained_on=A2D Sentences2018.03 | 0.699 | 0.46 | 0.173 | 1.4 | 0 | 0.233 | 0.541 | 0.542 | |
| Gavrilyuk et al.finetuning=false, source_dataset=A2D Sentences2021.05 | 0.699 | 0.46 | 0.173 | 1.4 | 0 | 0.233 | 0.541 | 0.542 | |
| Ning et al.Training Dataset=A2D Sentences, fine-tuning=false2021.03 | 0.691 | 0.572 | 0.319 | 6 | 0.1 | 0.294 | — | — | |
| PRPEfinetuning=false, source_dataset=A2D Sentences2021.05 | 0.69 | 0.572 | 0.319 | 6 | 0.1 | 0.294 | — | — | |
| VT-Capsulefinetuning=false, source_dataset=A2D Sentences2021.05 | 0.677 | 0.513 | 0.283 | 5.1 | 0 | 0.261 | 0.535 | 0.55 | |
| McIntosh et al.Training Dataset=A2D Sentences, fine-tuning=false2021.03 | 0.677 | 0.513 | 0.283 | 5.1 | 0 | 0.261 | 0.535 | 0.55 | |
| Hu et al.trained_on=A2D Sentences2018.03 | 0.633 | 0.35 | 0.085 | 0.2 | 0 | 0.178 | 0.546 | 0.528 | |
| Hu et al.finetuning=false, source_dataset=A2D Sentences2021.05 | 0.633 | 0.35 | 0.085 | 0.2 | 0 | 0.178 | 0.546 | 0.528 | |
| Hu et al.Training Dataset=A2D Sentences, fine-tuning=false2021.03 | 0.633 | 0.35 | 0.085 | 0.2 | 0 | 0.178 | 0.546 | 0.528 | |
| Li et al.trained_on=A2D Sentences2018.03 | 0.578 | 0.335 | 0.103 | 0.6 | 0 | 0.173 | 0.529 | 0.491 | |
| Li et al.finetuning=false, source_dataset=A2D Sentences2021.05 | 0.578 | 0.335 | 0.103 | 0.6 | 0 | 0.173 | 0.529 | 0.491 | |
| Li et al.Training Dataset=A2D Sentences, fine-tuning=false2021.03 | 0.578 | 0.335 | 0.103 | 0.6 | 0 | 0.173 | 0.529 | 0.491 |