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Image Captioning on COCO (CIDEr)

126.49CIDEr

CLIP

Updated 1mo ago

Evaluation Results

Method	Links
CLIP 2025.02		126.49
DSCA 2026.04		123.8
AdvXLCLIP-H 2026.06		122.66
DualEdit 2026.04		121.4
CLIP 2026.06		121.3
LiveEdit 2026.04		120.6
AdvXLCLIP-L 2026.06		120.31
MRT 2026.04		118.2
FARE4 2025.02		117.94
Robust-LLaVA4_G 2025.02		110.4
AdvXLCLIP-H 2026.06		109.73
FARE4 2026.06		108.69
AdvXL-G 2026.06		108.42
Sim-CLIP4 2026.06		106.8
Sim-CLIP4 2025.02		106.8
ImageNet Std ViT-L 2025.02		106.53
AdvXL-H 2026.06		106.33
Robust-LLaVA4_G 2025.02		102.4
AdvXLCLIP-L 2026.06		102.26
Vanilla 2026.06		99.78
AdvXL-G 2026.06		95.52
Robust-LLaVA4_G 2025.02		93.21
AdvXL-H 2026.06		92.06
AdvXLCLIP-H 2026.06		87.79
AdvXLCLIP-L 2026.06		80.96
ALVTS 2026.06		78.23
ViT-B/16 (AT) 2026.06		77.31
ImageNet Robust ViT-B 2025.02		77.31
Robust-LLaVA4_G 2025.02		75.58
Sim-CLIP4 2025.02		74.07
PDrop 2026.06		73.54
FastV 2026.06		72.18
AdvXL-G 2026.06		72.16
AdvXL-H 2026.06		70.91
FARE4 2025.02		69.56
FARE4 2026.06		67.22
ImageNet Robust ViT-B 2025.02		65.54
FARE4 2025.02		61.07
Sim-CLIP4 2026.06		60.68
Sim-CLIP4 2025.02		60.68
AdvXLCLIP-H 2026.06		57.23
ViT-B/16 (AT) 2026.06		53.46
ImageNet Robust ViT-B 2025.02		53.46
AdvXLCLIP-L 2026.06		53.14
FARE4 2026.06		48.55
FARE4 2025.02		46.66
AdvXL-G 2026.06		45.3
AdvXL-H 2026.06		43.9
Sim-CLIP4 2026.06		38.06
Sim-CLIP4 2025.02		38.06
ViT-B/16 (AT) 2026.06		29.34
ImageNet Robust ViT-B 2025.02		29.34
CLIP 2025.02		20.59
FARE4 2026.06		17.91
ImageNet Std ViT-L 2025.02		16.52
Sim-CLIP4 2026.06		14.96
CLIP 2026.06		12.86
CLIP 2025.02		12.35
ViT-B/16 (AT) 2026.06		11.34
CLIP 2025.02		8.36
ImageNet Std ViT-L 2025.02		6.71
CLIP 2026.06		6.34
ImageNet Std ViT-L 2025.02		3.55
CLIP 2026.06		1.63