Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Object Hallucination Evaluation on POPE (Efficiency Metrics)
Loading...
12
Total Time
LLaVA-NeXT-7B + VisionZip
11.08
17.29
23.5
29.71
Jun 1, 2026
Total Time
Prefilling Time (ms)
TFLOPs
Updated 1d ago
Evaluation Results
Method
Method
Links
Total Time
Prefilling Time (ms)
TFLOPs
LLaVA-NeXT-7B + VisionZip
Token=160
2026.06
12
69.9
4.72
LLaVA-NeXT-7B + V2Drop
Token=160
2026.06
12
73.8
5.22
LLaVA-NeXT-7B + ApET
Token=160
2026.06
12
69.7
4.79
LLaVA-NeXT-7B + EvoCut
Token=160
2026.06
12
69.1
4.74
LLaVA-NeXT-7B + PDrop
Token=160
2026.06
13
79.5
6.78
LLaVA-NeXT-7B + FastV
Token=160
2026.06
28
117
7.35
LLaVA-NeXT-7B + SparseVLM
Token=160
2026.06
30
136
7.62
LLaVA-NeXT-7B
Token=2880
2026.06
35
206
31.03
Feedback
Search any
task
Search any
task