3D Appearance Preference Evaluation on Human Preference Evaluation Dataset Appearance benchmark leaderboard · SOTA2 Research

3D Appearance Preference Evaluation on Human Preference Evaluation Dataset Appearance

90AccuracyGen3DEval (CLIP)

Evaluation Results

Method	Links
Gen3DEval (CLIP)2025.04		90
Gen3DEval (CLIP + Fit3D)2025.04		90
Gen3DEval (CLIP)2025.04		89
Gen3DEval (CLIP + DinoV2)2025.04		86
Gen3DEval w/ Fit3D2025.04		81
Gen3DEval (CLIP + Fit3D)2025.04		78
Gen3DEval (CLIP + DinoV2)2025.04		78
Gen3DEval w/ DinoV22025.04		77
Image Reward Score2025.04		73
GPT-4o2025.04		69
Image Reward Score2025.04		66
GPT-4o2025.04		59
Gen3DEval w/ Fit3D2025.04		55
LLaVA-Qwen-7B2025.04		54
Phi-3.5-Vision2025.04		54
LLaVA-Qwen-7B2025.04		54
Gen3DEval w/ DinoV22025.04		54
Phi-3.5-Vision2025.04		53
LLaVA-Llama3-8b2025.04		50
LLaVA-Llama3-8b2025.04		47
PickScore2025.04		37
PickScore2025.04		34
CLIP Score2025.04		30
PaliGemma2025.04		21
BLIP2025.04		20
CLIP Score2025.04		17
Llama3.2-Vision-11B2025.04		6
BLIP2025.04		5
Llama3.2-Vision-11B2025.04		5
PaliGemma2025.04		2