Human Sensing on Gesture (ATR ratio)
1.9ATR RatioXTransfer-Single
Evaluation Results
| Method | Links | |
|---|---|---|
| XTransfer-SingleShot=5-shot2025.06 | 1.9 | |
| XTransfer-SingleShot=10-shot2025.06 | 1.76 | |
| XTransfer-MultiShot=10-shot2025.06 | 1.63 | |
| XTransfer-SingleShot=3-shot2025.06 | 1.55 | |
| XTransfer-MultiShot=5-shot2025.06 | 1.25 | |
| XTransfer-MultiShot=3-shot2025.06 | 1.2 | |
| ProtoNetShot=10-shot2025.06 | 0.59 | |
| ProtoNetShot=5-shot2025.06 | 0.56 | |
| ProtoNetShot=3-shot2025.06 | 0.51 | |
| DAPNShot=10-shot2025.06 | 0.51 | |
| DAPNShot=5-shot2025.06 | 0.49 | |
| DAPNShot=3-shot2025.06 | 0.46 | |
| SemiCMTShot=10-shot2025.06 | 0.43 | |
| MAMLShot=5-shot2025.06 | 0.41 | |
| MAMLShot=10-shot2025.06 | 0.39 | |
| MAMLShot=3-shot2025.06 | 0.37 | |
| SemiCMTShot=5-shot2025.06 | 0.34 | |
| SemiCMTShot=3-shot2025.06 | 0.24 | |
| GPT2Shot=10-shot2025.06 | 0.17 | |
| GPT2Shot=5-shot2025.06 | 0.14 | |
| GPT2Shot=3-shot2025.06 | 0.13 | |
| MCWShot=5-shot2025.06 | 0.05 | |
| MCWShot=10-shot2025.06 | 0.05 | |
| MCWShot=3-shot2025.06 | 0.04 | |
| MDDAShot=5-shot2025.06 | 0.03 | |
| MDDAShot=10-shot2025.06 | 0.03 | |
| MDDAShot=3-shot2025.06 | 0.02 |