Image-Text Alignment Evaluation on nocaps out-of-domain (val)
84.1CLIPScorehub text identification
Evaluation results
| Method | Links | |
|---|---|---|
| hub text identificationModel=apple/DFN5B-CLIP-ViT-H-14, Text Category=Hub text2026.04 | 84.1 | |
| HumanModel=apple/DFN5B-CLIP-ViT-H-14-378, Text Category=Caption text2026.04 | 84.1 | |
| HumanModel=apple/DFN5B-CLIP-ViT-H-14, Text Category=Caption text2026.04 | 83.7 | |
| GLSModel=apple/DFN5B-CLIP-ViT-H-14, Text Category=Hub text2026.04 | 83.1 | |
| hub text identificationModel=openai/clip-vit-base-patch32, Text Category=Hub text2026.04 | 81.4 | |
| BLIP-2Model=apple/DFN5B-CLIP-ViT-H-14-378, Text Category=Caption text2026.04 | 81.4 | |
| hub text identificationModel=apple/DFN5B-CLIP-ViT-H-14-378, Text Category=Hub text2026.04 | 81.4 | |
| BLIP-2Model=apple/DFN5B-CLIP-ViT-H-14, Text Category=Caption text2026.04 | 80.9 | |
| GLSModel=apple/DFN5B-CLIP-ViT-H-14-378, Text Category=Hub text2026.04 | 79.8 | |
| HumanModel=laion/CLIP-ViT-H-14-laion2B-s32B-b79K, Text Category=Caption text2026.04 | 75.9 | |
| HumanModel=openai/clip-vit-base-patch32, Text Category=Caption text2026.04 | 75.8 | |
| BLIP-2Model=openai/clip-vit-base-patch32, Text Category=Caption text2026.04 | 74 | |
| HumanModel=laion/CLIP-ViT-L-14-laion2B-s32B-b82K, Text Category=Caption text2026.04 | 74 | |
| hub text identificationModel=apple/DFN2B-CLIP-ViT-L-14, Text Category=Hub text2026.04 | 73.7 | |
| hub text identificationModel=laion/CLIP-ViT-L-14-laion2B-s32B-b82K, Text Category=Hub text2026.04 | 72.9 | |
| BLIP-2Model=laion/CLIP-ViT-H-14-laion2B-s32B-b79K, Text Category=Caption text2026.04 | 72.8 | |
| BLIP-2Model=laion/CLIP-ViT-L-14-laion2B-s32B-b82K, Text Category=Caption text2026.04 | 71.9 | |
| hub text identificationModel=laion/CLIP-ViT-H-14-laion2B-s32B-b79K, Text Category=Hub text2026.04 | 71.6 | |
| HumanModel=laion/CLIP-ViT-g-14-laion2B-s12B-b42K, Text Category=Caption text2026.04 | 71.4 | |
| HumanModel=apple/DFN2B-CLIP-ViT-L-14, Text Category=Caption text2026.04 | 71.2 | |
| GLSModel=openai/clip-vit-base-patch32, Text Category=Hub text2026.04 | 70 | |
| BLIP-2Model=laion/CLIP-ViT-g-14-laion2B-s12B-b42K, Text Category=Caption text2026.04 | 68.9 | |
| BLIP-2Model=apple/DFN2B-CLIP-ViT-L-14, Text Category=Caption text2026.04 | 68.5 | |
| hub text identificationModel=laion/CLIP-ViT-g-14-laion2B-s12B-b42K, Text Category=Hub text2026.04 | 68 | |
| GLSModel=laion/CLIP-ViT-H-14-laion2B-s32B-b79K, Text Category=Hub text2026.04 | 67.9 | |
| GLSModel=laion/CLIP-ViT-g-14-laion2B-s12B-b42K, Text Category=Hub text2026.04 | 66.6 | |
| hub text identificationModel=openai/clip-vit-large-patch14-336, Text Category=Hub text2026.04 | 66.3 | |
| GLSModel=apple/DFN2B-CLIP-ViT-L-14, Text Category=Hub text2026.04 | 64.6 | |
| HumanModel=openai/clip-vit-large-patch14-336, Text Category=Caption text2026.04 | 63.1 | |
| hub text identificationModel=BAAI/AltCLIP, Text Category=Hub text2026.04 | 62.8 | |
| HumanModel=openai/clip-vit-large-patch14, Text Category=Caption text2026.04 | 62.3 | |
| HumanModel=BAAI/AltCLIP, Text Category=Caption text2026.04 | 62.3 | |
| hub text identificationModel=openai/clip-vit-large-patch14, Text Category=Hub text2026.04 | 62.2 | |
| BLIP-2Model=BAAI/AltCLIP, Text Category=Caption text2026.04 | 62.2 | |
| GLSModel=openai/clip-vit-large-patch14-336, Text Category=Hub text2026.04 | 62 | |
| BLIP-2Model=openai/clip-vit-large-patch14-336, Text Category=Caption text2026.04 | 61.6 | |
| GLSModel=openai/clip-vit-large-patch14, Text Category=Hub text2026.04 | 61.2 | |
| BLIP-2Model=openai/clip-vit-large-patch14, Text Category=Caption text2026.04 | 60.8 | |
| GLSModel=laion/CLIP-ViT-L-14-laion2B-s32B-b82K, Text Category=Hub text2026.04 | 59.2 | |
| GLSModel=BAAI/AltCLIP, Text Category=Hub text2026.04 | 47.9 |