Zero-Shot Action Recognition
Papers
Showing 81–83 of 83 papers
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | OTI(ViT-L/14) | Top-1 Accuracy | 92.8 | — | Unverified |
| 2 | IMP-MoE-L | Top-1 Accuracy | 91.5 | — | Unverified |
| 3 | MOV (ViT-L/14) | Top-1 Accuracy | 87.1 | — | Unverified |
| 4 | BIKE | Top-1 Accuracy | 86.6 | — | Unverified |
| 5 | VideoCoCa | Top-1 Accuracy | 86.6 | — | Unverified |
| 6 | Text4Vis | Top-1 Accuracy | 85.8 | — | Unverified |
| 7 | TC-CLIP | Top-1 Accuracy | 85.4 | — | Unverified |
| 8 | EVA-CLIP-E/14+ | Top-1 Accuracy | 83.1 | — | Unverified |
| 9 | MOV (ViT-B/16) | Top-1 Accuracy | 82.6 | — | Unverified |
| 10 | OST | Top-1 Accuracy | 79.7 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | MOV (ViT-L/14) | Top-1 Accuracy | 64.7 | — | Unverified |
| 2 | OTI(ViT-L/14) | Top-1 Accuracy | 64 | — | Unverified |
| 3 | BIKE | Top-1 Accuracy | 61.4 | — | Unverified |
| 4 | MOV (ViT-B/16) | Top-1 Accuracy | 60.8 | — | Unverified |
| 5 | IMP-MoE-L | Top-1 Accuracy | 59.1 | — | Unverified |
| 6 | VideoCoCa | Top-1 Accuracy | 58.7 | — | Unverified |
| 7 | Text4Vis | Top-1 Accuracy | 58.4 | — | Unverified |
| 8 | TC-CLIP | Top-1 Accuracy | 56 | — | Unverified |
| 9 | OST | Top-1 Accuracy | 55.9 | — | Unverified |
| 10 | MAXI | Top-1 Accuracy | 52.3 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | TC-CLIP | Top-1 Accuracy | 78.1 | — | Unverified |
| 2 | IMP-MoE-L | Top-1 Accuracy | 76.8 | — | Unverified |
| 3 | OST | Top-1 Accuracy | 75.1 | — | Unverified |
| 4 | MAXI | Top-1 Accuracy | 71.6 | — | Unverified |
| 5 | OTI（ViT-L/14） | Top-1 Accuracy | 70.6 | — | Unverified |
| 6 | VideoCoCa | Top-1 Accuracy | 70.1 | — | Unverified |
| 7 | Text4Vis | Top-1 Accuracy | 68.9 | — | Unverified |
| 8 | BIKE | Top-1 Accuracy | 68.5 | — | Unverified |
| 9 | X-CLIP | Top-1 Accuracy | 65.2 | — | Unverified |
| 10 | LanguageBind | Top-1 Accuracy | 64.1 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | SPOT | Top-1 Accuracy | 68.7 | — | Unverified |
| 2 | CLASTER | Top-1 Accuracy | 68.4 | — | Unverified |
| 3 | ER-ZSAR | Top-1 Accuracy | 60.2 | — | Unverified |
| 4 | ZSECOC | Top-1 Accuracy | 59.8 | — | Unverified |
| 5 | TS-GCN | Top-1 Accuracy | 56.5 | — | Unverified |
| 6 | SJE(Atrribute) | Top-1 Accuracy | 47.5 | — | Unverified |
| 7 | MTE | Top-1 Accuracy | 44.3 | — | Unverified |
| 8 | ESZSL | Top-1 Accuracy | 39.6 | — | Unverified |
| 9 | SJE(Word Embedding) | Top-1 Accuracy | 28.6 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | MSQNet | mAP | 35.59 | — | Unverified |
| 2 | VideoCoCa | mAP | 25.8 | — | Unverified |
| 3 | MAXI | mAP | 23.8 | — | Unverified |
| 4 | CLIP-Hitchhiker (ViT-B/16, 32 frames) | mAP | 21.1 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | MSQNet | Accuracy | 75.33 | — | Unverified |