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ResearchFormerly WizWand

Image Classification on Pl@ntNet300K v2

86.8Top-1 AccuracyBioCLIP-2 (300M)
53.5262.1670.879.44Apr 29, 2026
Updated 6mo ago

Evaluation results

MethodLinks
BioCLIP-2 (300M)Init=TreeOfLife-200M, Strategy=Linear Probe, Teacher=-2026.0486.8
ConvNeXt-S (50M)Init=LVD-1689M, Strategy=Distill, Teacher=BioCLIP-22026.0486.3
Pl@ntCLEF (86M)Init=Pl@ntCLEF2024, Strategy=Linear Probe, Teacher=-2026.0486.1
DINOv3-L (300M)Init=LVD-1689M, Strategy=Linear Probe, Teacher=-2026.0486.1
ConvNeXt-S (50M)Init=LVD-1689M, Strategy=Distill, Teacher=PlantCLEF2026.0485.9
ConvNeXt-S (50M)Init=LVD-1689M, Strategy=Distill, Teacher=DINOv3-L2026.0485.9
ViT-S+ (29M)Init=LVD-1689M, Strategy=Distill, Teacher=BioCLIP-22026.0485.9
ConvNeXt-T (29M)Init=LVD-1689M, Strategy=Distill, Teacher=BioCLIP-22026.0485.8
ViT-S+ (29M)Init=LVD-1689M, Strategy=Distill, Teacher=PlantCLEF2026.0485.8
ViT-S+ (29M)Init=LVD-1689M, Strategy=Distill, Teacher=DINOv3-L2026.0485.7
ConvNeXt-T (29M)Init=LVD-1689M, Strategy=Distill, Teacher=DINOv3-L2026.0485.5
ViT-S (21M)Init=LVD-1689M, Strategy=Distill, Teacher=BioCLIP-22026.0485.5
ConvNeXt-T (29M)Init=LVD-1689M, Strategy=Distill, Teacher=PlantCLEF2026.0485.4
ViT-S (21M)Init=LVD-1689M, Strategy=Distill, Teacher=DINOv3-L2026.0485.3
ViT-S (21M)Init=LVD-1689M, Strategy=Distill, Teacher=PlantCLEF2026.0485.2
ConvNeXt-S (50M)Init=LVD-1689M, Strategy=Finetune, Teacher=-2026.0483.1
ViT-S (21M)Init=LVD-1689M, Strategy=Finetune, Teacher=-2026.0483.1
ViT-S+ (29M)Init=LVD-1689M, Strategy=Finetune, Teacher=-2026.0482.9
ConvNeXt-T (29M)Init=LVD-1689M, Strategy=Finetune, Teacher=-2026.0481.9
ViT-S+ (29M)Init=Scratch, Strategy=Distill, Teacher=DINOv3-L2026.0472.4
ViT-S+ (29M)Init=Scratch, Strategy=Distill, Teacher=PlantCLEF2026.0472.3
ViT-S+ (29M)Init=Scratch, Strategy=Distill, Teacher=BioCLIP-22026.0471.8
ViT-S (21M)Init=Scratch, Strategy=Distill, Teacher=BioCLIP-22026.0471.3
ViT-S (21M)Init=Scratch, Strategy=Distill, Teacher=PlantCLEF2026.0470.6
ViT-S (21M)Init=Scratch, Strategy=Distill, Teacher=DINOv3-L2026.0470.1
ViT-S (21M)Init=Scratch, Strategy=Finetune, Teacher=-2026.0468.3
ViT-S+ (29M)Init=Scratch, Strategy=Finetune, Teacher=-2026.0466.9
ConvNeXt-S (50M)Init=Scratch, Strategy=Distill, Teacher=PlantCLEF2026.0463.7
ConvNeXt-S (50M)Init=Scratch, Strategy=Distill, Teacher=BioCLIP-22026.0463.2
ConvNeXt-S (50M)Init=Scratch, Strategy=Distill, Teacher=DINOv3-L2026.0462.9
ConvNeXt-S (50M)Init=Scratch, Strategy=Finetune, Teacher=-2026.0460.8
ConvNeXt-T (29M)Init=Scratch, Strategy=Distill, Teacher=BioCLIP-22026.0458.2
ConvNeXt-T (29M)Init=Scratch, Strategy=Distill, Teacher=DINOv3-L2026.0457.7
ConvNeXt-T (29M)Init=Scratch, Strategy=Distill, Teacher=PlantCLEF2026.0456.9
ConvNeXt-T (29M)Init=Scratch, Strategy=Finetune, Teacher=-2026.0454.8