Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
3D Visual Question Answering on OMNI3D BENCH
Loading...
67.58
Accuracy
CoVFT
11.0248
25.7074
40.39
55.0726
Dec 9, 2025
Dec 26, 2025
Jan 12, 2026
Jan 29, 2026
Feb 15, 2026
Mar 4, 2026
Mar 22, 2026
Accuracy
Updated 25d ago
Evaluation Results
Method
Method
Links
Accuracy
CoVFT
Backbone=LLaVA-1.5-13B
2026.03
67.58
BitFit
Backbone=LLaVA-1.5-13B
2026.03
66.5
LLaVA-1.5
Backbone=LLaVA-1.5-7B
2026.03
63.25
Full fine-tuning
Backbone=LLaVA-1.5-13B
2026.03
63.25
LLaVA-1.5
Backbone=LLaVA-1.5-13B
2026.03
63
Freeze
Backbone=LLaVA-1.5-13B
2026.03
62.83
CoVFT
Backbone=LLaVA-1.5-7B
2026.03
61.83
BitFit
Backbone=LLaVA-1.5-7B
2026.03
60.67
Freeze
Backbone=LLaVA-1.5-7B
2026.03
60.5
Full fine-tuning
Backbone=LLaVA-1.5-7B
2026.03
60
LoRA
Backbone=LLaVA-1.5-7B
2026.03
59.83
SVPT
Backbone=LLaVA-1.5-7B
2026.03
59.29
VPT
Backbone=LLaVA-1.5-7B
2026.03
58.67
VALOR
2025.12
44
VALOR
Base Model=Qwen3-8B
2025.12
44
VALOR-RL
Base Model=Qwen3-8B
2025.12
43.9
GPT-5-mini
Grounded=false
2025.12
40.9
GPT-5-mini
Grounded=true
2025.12
35.5
GRIT
Base Model=Qwen2.5-VL-3B
2025.12
27.3
ViGoRL
Base Model=Qwen2.5-VL-7B
2025.12
13.2
Feedback
Search any
task
Search any
task