Image Classification on Pl@ntNet300K v2
86.8Top-1 AccuracyBioCLIP-2 (300M)
Evaluation Results
| Method | Links | |
|---|---|---|
| BioCLIP-2 (300M)Init=TreeOfLife-200M, Strategy=Linear Probe, Teacher=-2026.04 | 86.8 | |
| ConvNeXt-S (50M)Init=LVD-1689M, Strategy=Distill, Teacher=BioCLIP-22026.04 | 86.3 | |
| Pl@ntCLEF (86M)Init=Pl@ntCLEF2024, Strategy=Linear Probe, Teacher=-2026.04 | 86.1 | |
| DINOv3-L (300M)Init=LVD-1689M, Strategy=Linear Probe, Teacher=-2026.04 | 86.1 | |
| ConvNeXt-S (50M)Init=LVD-1689M, Strategy=Distill, Teacher=PlantCLEF2026.04 | 85.9 | |
| ConvNeXt-S (50M)Init=LVD-1689M, Strategy=Distill, Teacher=DINOv3-L2026.04 | 85.9 | |
| ViT-S+ (29M)Init=LVD-1689M, Strategy=Distill, Teacher=BioCLIP-22026.04 | 85.9 | |
| ConvNeXt-T (29M)Init=LVD-1689M, Strategy=Distill, Teacher=BioCLIP-22026.04 | 85.8 | |
| ViT-S+ (29M)Init=LVD-1689M, Strategy=Distill, Teacher=PlantCLEF2026.04 | 85.8 | |
| ViT-S+ (29M)Init=LVD-1689M, Strategy=Distill, Teacher=DINOv3-L2026.04 | 85.7 | |
| ConvNeXt-T (29M)Init=LVD-1689M, Strategy=Distill, Teacher=DINOv3-L2026.04 | 85.5 | |
| ViT-S (21M)Init=LVD-1689M, Strategy=Distill, Teacher=BioCLIP-22026.04 | 85.5 | |
| ConvNeXt-T (29M)Init=LVD-1689M, Strategy=Distill, Teacher=PlantCLEF2026.04 | 85.4 | |
| ViT-S (21M)Init=LVD-1689M, Strategy=Distill, Teacher=DINOv3-L2026.04 | 85.3 | |
| ViT-S (21M)Init=LVD-1689M, Strategy=Distill, Teacher=PlantCLEF2026.04 | 85.2 | |
| ConvNeXt-S (50M)Init=LVD-1689M, Strategy=Finetune, Teacher=-2026.04 | 83.1 | |
| ViT-S (21M)Init=LVD-1689M, Strategy=Finetune, Teacher=-2026.04 | 83.1 | |
| ViT-S+ (29M)Init=LVD-1689M, Strategy=Finetune, Teacher=-2026.04 | 82.9 | |
| ConvNeXt-T (29M)Init=LVD-1689M, Strategy=Finetune, Teacher=-2026.04 | 81.9 | |
| ViT-S+ (29M)Init=Scratch, Strategy=Distill, Teacher=DINOv3-L2026.04 | 72.4 | |
| ViT-S+ (29M)Init=Scratch, Strategy=Distill, Teacher=PlantCLEF2026.04 | 72.3 | |
| ViT-S+ (29M)Init=Scratch, Strategy=Distill, Teacher=BioCLIP-22026.04 | 71.8 | |
| ViT-S (21M)Init=Scratch, Strategy=Distill, Teacher=BioCLIP-22026.04 | 71.3 | |
| ViT-S (21M)Init=Scratch, Strategy=Distill, Teacher=PlantCLEF2026.04 | 70.6 | |
| ViT-S (21M)Init=Scratch, Strategy=Distill, Teacher=DINOv3-L2026.04 | 70.1 | |
| ViT-S (21M)Init=Scratch, Strategy=Finetune, Teacher=-2026.04 | 68.3 | |
| ViT-S+ (29M)Init=Scratch, Strategy=Finetune, Teacher=-2026.04 | 66.9 | |
| ConvNeXt-S (50M)Init=Scratch, Strategy=Distill, Teacher=PlantCLEF2026.04 | 63.7 | |
| ConvNeXt-S (50M)Init=Scratch, Strategy=Distill, Teacher=BioCLIP-22026.04 | 63.2 | |
| ConvNeXt-S (50M)Init=Scratch, Strategy=Distill, Teacher=DINOv3-L2026.04 | 62.9 | |
| ConvNeXt-S (50M)Init=Scratch, Strategy=Finetune, Teacher=-2026.04 | 60.8 | |
| ConvNeXt-T (29M)Init=Scratch, Strategy=Distill, Teacher=BioCLIP-22026.04 | 58.2 | |
| ConvNeXt-T (29M)Init=Scratch, Strategy=Distill, Teacher=DINOv3-L2026.04 | 57.7 | |
| ConvNeXt-T (29M)Init=Scratch, Strategy=Distill, Teacher=PlantCLEF2026.04 | 56.9 | |
| ConvNeXt-T (29M)Init=Scratch, Strategy=Finetune, Teacher=-2026.04 | 54.8 |