List your company
ResearchFormerly WizWand

Pathology Image Classification on BREAKHIS (test)

99.27Top-1 AccuracyCPR
4.047628.768853.4978.2112Jun 6, 2026Jun 10, 2026Jun 14, 2026Jun 18, 2026Jun 22, 2026Jun 26, 2026Jul 1, 2026
Updated 3mo ago

Evaluation results

MethodLinks
CPRVenue=N/A, Mean Resolution=700×459, Mem. (G)=8.12026.0799.27
Adaptive NNVenue=NMI’2025, Mean Resolution=700×459, Mem. (G)=8.12026.0798.72
GLNetVenue=NIPS’2024, Mean Resolution=700×459, Mem. (G)=12.42026.0798.53
OverLoCKVenue=CVPR’2025, Mean Resolution=700×459, Mem. (G)=23.82026.0797.98
MGCAVenue=EAAI’2025, Mean Resolution=700×459, Mem. (G)=8.32026.0797.43
HieraVenue=ICML’2023, Mean Resolution=700×459, Mem. (G)=8.12026.0793.76
GABMILVenue=MICCAI’2025, Mean Resolution=700×459, Mem. (G)=8.32026.0791.19
PAMILVenue=CVPR’2024, Mean Resolution=700×459, Mem. (G)=11.32026.0790.64
mammo-CLIPVenue=MICCAI’2024, Mean Resolution=700×459, Mem. (G)=10.52026.0786.97
MUSKModel=MUSK, Adaptation Strategy=Original Zero-shot2026.0639.36
KEEPModel=KEEP, Adaptation Strategy=multi-VLM GMM2026.0639.19
KEEPModel=KEEP, Adaptation Strategy=single-VLM GMM2026.0638.73
MUSKModel=MUSK, Adaptation Strategy=single-VLM GMM2026.0635.95
OSTBModel=OSTB, Adaptation Strategy=Adapted Ensemble2026.0635.86
CONCHModel=CONCH, Adaptation Strategy=multi-VLM GMM2026.0634.93
PathGen-CLIPModel=PathGen-CLIP, Adaptation Strategy=Original Zero-shot2026.0633.84
MUSKModel=MUSK, Adaptation Strategy=multi-VLM GMM2026.0633.29
KEEPModel=KEEP, Adaptation Strategy=Original Zero-shot2026.0632.24
UniMed-CLIPModel=UniMed-CLIP, Adaptation Strategy=Original Zero-shot2026.0631.31
PathGen-CLIPModel=PathGen-CLIP, Adaptation Strategy=single-VLM GMM2026.0631.1
UniMed-CLIPModel=UniMed-CLIP, Adaptation Strategy=multi-VLM GMM2026.0630.97
CONCHModel=CONCH, Adaptation Strategy=Original Zero-shot2026.0630.34
PathGen-CLIPModel=PathGen-CLIP, Adaptation Strategy=multi-VLM GMM2026.0630.3
QuiltNet-B/32Model=QuiltNet-B/32, Adaptation Strategy=multi-VLM GMM2026.0628.57
UniMed-CLIPModel=UniMed-CLIP, Adaptation Strategy=single-VLM GMM2026.0628.53
CONCHModel=CONCH, Adaptation Strategy=single-VLM GMM2026.0628.32
PLIPModel=PLIP, Adaptation Strategy=multi-VLM GMM2026.0627.22
PMC-CLIPModel=PMC-CLIP, Adaptation Strategy=multi-VLM GMM2026.0626.04
CLIP-B/32Model=CLIP-B/32, Adaptation Strategy=multi-VLM GMM2026.0625.71
QuiltNet-B/16Model=QuiltNet-B/16, Adaptation Strategy=multi-VLM GMM2026.0625.2
BiomedCLIPModel=BiomedCLIP, Adaptation Strategy=multi-VLM GMM2026.0624.74
CLIP-B/16Model=CLIP-B/16, Adaptation Strategy=multi-VLM GMM2026.0624.36
BiomedCLIPModel=BiomedCLIP, Adaptation Strategy=single-VLM GMM2026.0619.89
QuiltNet-B/32Model=QuiltNet-B/32, Adaptation Strategy=Original Zero-shot2026.0619.6
QuiltNet-B/16Model=QuiltNet-B/16, Adaptation Strategy=Original Zero-shot2026.0618.71
PLIPModel=PLIP, Adaptation Strategy=single-VLM GMM2026.0618.67
BiomedCLIPModel=BiomedCLIP, Adaptation Strategy=Original Zero-shot2026.0618.58
CLIP-B/32Model=CLIP-B/32, Adaptation Strategy=Original Zero-shot2026.0618.16
PMC-CLIPModel=PMC-CLIP, Adaptation Strategy=Original Zero-shot2026.0617.99
PMC-CLIPModel=PMC-CLIP, Adaptation Strategy=single-VLM GMM2026.0617.99
QuiltNet-B/32Model=QuiltNet-B/32, Adaptation Strategy=single-VLM GMM2026.0616.9
CLIP-B/16Model=CLIP-B/16, Adaptation Strategy=single-VLM GMM2026.0614.62
PLIPModel=PLIP, Adaptation Strategy=Original Zero-shot2026.0613.91
CLIP-B/32Model=CLIP-B/32, Adaptation Strategy=single-VLM GMM2026.0612.18
QuiltNet-B/16Model=QuiltNet-B/16, Adaptation Strategy=single-VLM GMM2026.0611.72
CLIP-B/16Model=CLIP-B/16, Adaptation Strategy=Original Zero-shot2026.067.71