Chirp
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| 1D Regression | chirp 1D function (test) | Test MSE0.157 | 6 | |
| 2D Keypoint Estimation | CHIRP | Mean Error (px)7.773 | 6 | |
| Co-occurrence Rate Estimation | CHIRP | Mean0.028 | 4 | |
| Individual Feeding Rate Estimation | CHIRP | Mean Feeding Rate13.14 | 4 | |
| Action Recognition | CHIRP 1.0 (test) | Peck Precision48.5 | 3 | |
| Tracking and Individual Identification | CHIRP 1.0 (test) | Accuracy64.7 | 3 | |
| Video Re-identification | CHIRP Disjointed set - All | Top-1 Accuracy6 | 3 | |
| Video Re-identification | CHIRP Disjointed set - Within Terr. + Neighbours | Top-1 Accuracy31 | 3 | |
| Video Re-identification | CHIRP Disjointed set - Within Territory | Top-1 Accuracy69 | 3 | |
| Video Re-identification | CHIRP Closed set - All | Top-1 Accuracy10 | 3 | |
| Video Re-identification | CHIRP Closed set - Within Terr. + Neighbours | Top-1 Acc29 | 3 | |
| Video Re-identification | CHIRP Closed set - Within Territory | Top-1 Accuracy66 | 3 | |
| Action recognition | CHIRP | Precision67.5 | 3 | |
| Uncertainty-based sample filtering | Chirp | Gap-Closure0.7431 | 3 |
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