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Image Classification on ImageNet-R (Accuracy)

96.6Accuracy

SigLIP2-g-opt

Updated 4d ago

Evaluation Results

Method	Links
SigLIP2-g-opt 2026.02		96.6
PEcore G 2026.02		96.5
PEcore G (image only) 2026.02		96.1
LiT-22B 2026.02		96
InternVL-C 2025.05		95.7
EVA-CLIP-18B 2025.05		95.7
SigLIP2-L/16 2026.02		95.7
InternVL-C 2026.02		95.7
EVA 18B 2026.02		95.7
EVA 18B+ 2026.02		95.6
Dense 2026.02		95.5
Seed-ViT 2025.05		95.2
PEcore L 2026.02		95.2
SigLIP-L/16 2026.02		95
DFN-5B-CLIP-H/14++ 2025.05		94.9
KD 2B to ViT-H, M+V+L4 2026.02		94.74
MetaCLIP+ViSE 2026.02		94.458
Only ViSE 2026.02		94.458
Xray 2026.02		94.4
Chen et al. 2026.02		94.3
Dehghani et al. 2026.02		94.3
FlattenGPT 2026.02		93.7
DFN-H+ 2026.02		93.6
KD 2B to ViT-H, Vise 2026.02		93.56
OpenCLIP-G/14 2025.05		92.8
MVT + FT 2025.12		92.8
PEcore 2026.02		92.2
SigLIP 2 2026.02		92.2
SigLIP2-B/16 2026.02		91.7
Zhai et al. 2026.02		91.7
Vanilla FT 2025.12		91.6
EVA 2025.12		91.4
MVT 2025.12		91.4
DINOv3 2026.02		91.1
ShortGPT 2026.02		90.4
Baseline 2026.01		90.3
SigLIP-B/16 2026.02		90.2
MVT + FT 2025.12		89.5
MVT 2025.12		89.5
MVT + FT 2025.12		89.5
MVT + FT 2025.12		88.7
MVT 2025.12		88.7
PEcore B 2026.02		88.7
TDA 2025.03		88.41
TuneCLIP 2026.01		88.33
BCA 2025.03		88.27
MVT 2025.12		88.1
MVT 2025.12		88.1
MVT 2025.12		88.1
Vanilla FT 2025.12		87.5
CLIP 2025.03		87.42
VQA 2025.12		87.4
VQA 2025.12		87.3
CLIP 2024.07		86.8
CLIP 2025.12		86.6
CLIP 2025.12		86.6
CLIP 2025.12		86.6
FLIP 2024.07		86.5
MVT 2025.12		85.2
MVT 2025.12		85.2
EVA-CLIP 2026.02		85.2
MLCD 2024.07		85.1
OpenCLIP 2024.07		84.3
AM-RADIOv2.5 2026.02		83.8
MVT 2025.12		83
AIMv2 2026.02		82.3
ADTE 2026.02		81.4
ADTE_random 2026.02		81.2
DINOv2 2026.02		81.1
TuneCLIP 2026.01		77.86
PromptSRC 2025.03		77.8
PromptSRC 2025.05		77.8
Baseline 2026.01		77.7
MMRL 2025.03		77.53
MMRL 2025.05		77.53
MMRL++ 2025.05		77.43
MMA 2025.03		77.32
MMA 2025.05		77.32
MaPLe 2025.03		76.98
MaPLe 2025.05		76.98
TuneCLIP 2026.01		76.45
Baseline 2026.01		76.43
CoCoOp 2025.03		76.18
Co-CoOp 2025.05		76.18
OpenCLIP 2026.01		76.05
FastCLIP 2026.01		76.04
Web-DINO 2026.02		75.6
FastCLIP 2026.01		75.41
CoOp 2025.03		75.21
CoOp 2025.05		75.21
CLIP 2025.03		73.96
CLIP 2025.05		73.96
OpenCLIP 2026.01		73.23
MVT 2025.12		72.9
TuneCLIP 2026.01		70.67
Baseline 2026.01		69.33
MVT 2025.12		68.7
CLIP 2025.12		67.9
CLIP 2025.12		67.9
Franca 2026.02		67.6

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