Image Classification on iWILDCam ID
52.5AccuracyFLYP
Evaluation results
| Method | Links | |
|---|---|---|
| FLYPEnsembling=true2022.12 | 52.5 | |
| FLYPEnsembling=false2022.12 | 52.2 | |
| LP-FTEnsembling=true2022.12 | 50.2 | |
| LP-FTEnsembling=false2022.12 | 49.7 | |
| L2-SPEnsembling=false2022.12 | 48.6 | |
| L2-SPEnsembling=true2022.12 | 48.6 | |
| FTEnsembling=false2022.12 | 48.1 | |
| FTEnsembling=true2022.12 | 48.1 | |
| FinetuningBackbone=CLIP ViT-B/16, Protocol=Finetuning2025.12 | 48.1 | |
| EVILBackbone=CLIP ViT-B/16, Protocol=Sparse Training2025.12 | 47.6 | |
| LPEnsembling=true2022.12 | 45.5 | |
| LPEnsembling=false2022.12 | 44.5 | |
| ZeroshotEnsembling=false2022.12 | 8.7 | |
| ZeroshotEnsembling=true2022.12 | 8.7 | |
| ZeroshotBackbone=CLIP ViT-B/16, Protocol=Zero-shot2025.12 | 8.7 |