Few-shot Classification on Pl@ntNet MetaAlbum (test)
93.61-shot AccuracyPl@ntCLEF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Pl@ntCLEFArch=B, Pretraining=LVD-142M → PC’242026.04 | 93.6 | 99.4 | |
| SimDINOv2Arch=L, Pretraining=iNat21 Plantae2026.04 | 87.8 | 98.5 | |
| SimDINOv2Arch=B, Pretraining=iNat21 Plantae2026.04 | 85.9 | 97.8 | |
| BioCLIPArch=B, Pretraining=OpenAI → TOL-10M2026.04 | 81.8 | 95.5 | |
| SimDINOv2Arch=B, Pretraining=ImageNet-1K2026.04 | 77.6 | 93.1 | |
| SimDINOv2Arch=L, Pretraining=iNat21 Plantae2026.04 | 77.4 | 88.2 | |
| SimDINOv2Arch=L, Pretraining=ImageNet-1K2026.04 | 76.1 | 93.9 | |
| SimDINOv2Arch=B, Pretraining=iNat21 Plantae2026.04 | 73.4 | 87.9 | |
| Pl@ntCLEFArch=B, Pretraining=LVD-142M → PC’242026.04 | 72.9 | 91.2 | |
| BioCLIPArch=B, Pretraining=OpenAI → TOL-10M2026.04 | 61.2 | 83.3 | |
| SimDINOv2Arch=L, Pretraining=ImageNet-1K2026.04 | 35.6 | 56.5 | |
| SimDINOv2Arch=B, Pretraining=ImageNet-1K2026.04 | 32.8 | 54.1 |