LLaVA
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
LLaVA-NeXT COCO 8B-HF
79VCE Rate (CLIP)
12
MC-LLaVA
83.6Caption Recall (Single)
11
LLaVa 1.5
63.01GQA Score
11
LLaVA-W
67.1Score
10
LLaVA to Medical cross-domain
100SSA-CWA Precision
10
LLaVA 1.5
100ASR
10
LLaVA-W
63Score
10
LLAVA (bench)
77.8Score
10
LLaVA-NeXT Multimodal Understanding Suite
83ChartQA Accuracy
9
LLaVA-Video
63.2VYR
9
LLaVA Video
69.8Temporal
9
LLaVA
0.243CLIP Similarity (RN-50)
9
LLaVA-W pointwise
0.949Kendall's Tau
9
LLaVA Wilder
92Score
9
LLaVA 7B 1.5
802.65Latency (ms)
8
LLaVA-Wild
74.2LLaVA-Wild Accuracy
8
LLaVA-Next-7B Evaluation Suite
64.2GQA Score
7
LLaVA-665K
100.2Relative Score
7
LLaVA 1.5
97.268Total Latency (s)
7
LLaVA Evaluation Suite (GQA, SQA, VQAT, POPE) 1.5 (test)
68.5Average Score
7
LLaVA-Wilder
83.7Accuracy
7
LLaVA Eval v1 (test)
77.67Conversation Score
7
LLaVA
99Precision
6
LLaVA
99Precision
6
LLaVA cc3m
4.1TR@1
6