List your company
ResearchFormerly WizWand

Classification on COCO

98AccuracyClean
7.5231.0154.577.99Jun 11, 2021Apr 1, 2022Jan 21, 2023Nov 12, 2023Sep 1, 2024Jun 23, 2025Apr 14, 2026
Updated 6mo ago

Evaluation results

MethodLinks
CleanCLIP Variant=Meta-CLIP ViT-L/14, Zero-shot=true2026.0498
CleanCLIP Variant=EVA-CLIP ViT-G/14, Zero-shot=true2026.0498
CleanCLIP Variant=OpenCLIP ViT-B/16, Zero-shot=true2026.0497
Natural Light AttackCLIP Variant=Meta-CLIP ViT-L/14, Zero-shot=true2026.0497
Natural Light AttackCLIP Variant=EVA-CLIP ViT-G/14, Zero-shot=true2026.0497
Shadow AttackCLIP Variant=EVA-CLIP ViT-G/14, Zero-shot=true2026.0495
Natural Light AttackCLIP Variant=OpenCLIP ViT-B/16, Zero-shot=true2026.0494
CleanCLIP Variant=OpenAI CLIP ViT-L/14, Zero-shot=true2026.0493
Natural Light AttackCLIP Variant=OpenAI CLIP ViT-L/14, Zero-shot=true2026.0493
Shadow AttackCLIP Variant=OpenCLIP ViT-B/16, Zero-shot=true2026.0484
ITACLIP Variant=EVA-CLIP ViT-G/14, Zero-shot=true2026.0484
Shadow AttackCLIP Variant=Meta-CLIP ViT-L/14, Zero-shot=true2026.0482
Shadow AttackCLIP Variant=OpenAI CLIP ViT-L/14, Zero-shot=true2026.0479
ITACLIP Variant=Meta-CLIP ViT-L/14, Zero-shot=true2026.0464
CNN MobileNetStatus=pre-trained2026.0358.82
Saccader-MobileStatus=pre-trained2026.0357.1
EVA-MobileStatus=pre-trained, Gaze supervision=free, Fine-tuning=none2026.0355.82
ITACLIP Variant=OpenAI CLIP ViT-L/14, Zero-shot=true2026.0451
ITACLIP Variant=OpenCLIP ViT-B/16, Zero-shot=true2026.0446
EVA-MobileStatus=scratch, Gaze supervision=free, Fine-tuning=none2026.0345.81
DRAMGaze supervision=free, Fine-tuning=none2026.0343.32
MSLACLIP Variant=EVA-CLIP ViT-G/14, Zero-shot=true2026.0436
MRAMGaze supervision=free, Fine-tuning=none2026.0335.86
RAMGaze supervision=free, Fine-tuning=none2026.0334.81
IB-ERM2021.0631.66
MSLACLIP Variant=OpenCLIP ViT-B/16, Zero-shot=true2026.0429
IB-IRM2021.0625.1
MSLACLIP Variant=Meta-CLIP ViT-L/14, Zero-shot=true2026.0423
ERM2021.0622.7
IRM2021.0618.47
MSLACLIP Variant=OpenAI CLIP ViT-L/14, Zero-shot=true2026.0411