Multi-instance retrieval on EK 100 (val)
0.579mAP (V->T)AVION
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| AVIONBackbone=ViT-L, Evaluation Protocol=Finetuned2023.09 | 0.579 | 0.511 | 0.545 | 0.704 | 0.676 | 0.69 | |
| AVIONBackbone=ViT-B, Evaluation Protocol=Finetuned2023.09 | 0.559 | 0.478 | 0.518 | 0.682 | 0.654 | 0.668 | |
| LaViLaBackbone=TSF-B, Evaluation Protocol=Finetuned2023.09 | 0.552 | 0.457 | 0.505 | 0.665 | 0.634 | 0.65 | |
| LaViLaBackbone=TSF-L, Evaluation Protocol=Finetuned2023.09 | 0.547 | 0.471 | 0.509 | 0.681 | 0.649 | 0.665 | |
| JPoSEBackbone=TBN, Evaluation Protocol=Finetuned2023.09 | 0.499 | 0.381 | 0.44 | 0.555 | 0.516 | 0.535 | |
| EgoVLPBackbone=TSF-B, Evaluation Protocol=Finetuned2023.09 | 0.499 | 0.405 | 0.45 | 0.609 | 0.579 | 0.594 | |
| MMEBackbone=TBN, Evaluation Protocol=Finetuned2023.09 | 0.43 | 0.34 | 0.385 | 0.501 | 0.469 | 0.485 | |
| AVIONBackbone=ViT-L, Evaluation Protocol=Zero-shot2023.09 | 0.417 | 0.335 | 0.376 | 0.368 | 0.339 | 0.353 | |
| LaViLaBackbone=TSF-L, Evaluation Protocol=Zero-shot2023.09 | 0.4 | 0.322 | 0.361 | 0.361 | 0.332 | 0.346 | |
| AVIONBackbone=ViT-B, Evaluation Protocol=Zero-shot2023.09 | 0.371 | 0.287 | 0.329 | 0.344 | 0.31 | 0.327 | |
| LaViLaBackbone=TSF-B, Evaluation Protocol=Zero-shot2023.09 | 0.351 | 0.266 | 0.309 | 0.337 | 0.304 | 0.32 | |
| EgoVLP*Backbone=TSF-B, Evaluation Protocol=Zero-shot2023.09 | 0.26 | 0.206 | 0.233 | 0.288 | 0.27 | 0.279 | |
| EgoVLPBackbone=TSF-B, Evaluation Protocol=Zero-shot2023.09 | 0.194 | 0.139 | 0.166 | 0.241 | 0.22 | 0.231 |