POPE
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
POPE
86.8POPE
11
POPE
86.93Random F1 Score
10
POPE
88.5Accuracy
10
POPE (val)
88.2ACC
10
POPE (test)
68.73MiniGPT-4 Score
10
POPE Popular LLaVA-1.5
88POPE Score (Zh)
10
POPE
89.38POPE Score
9
POPE
64Inference (ms)
9
POPE
87.9Accuracy
8
POPE
12Total Time
8
POPE
11Total Time
8
POPE (Others)
95.6Success Rate
8
POPE A
87.6Accuracy (POPE A)
8
POPE-P
87.3Accuracy
8
POPE-R
88.6Accuracy
8
POPE Adversarial
85.86Accuracy
8
POPE Popular
88.26Accuracy
8
POPE Random
89.86Accuracy
8
POPE GQA 2019 (Adversarial)
73.07Accuracy
8
POPE A-OKVQA Random 2022
88.47Accuracy
8
POPE MS-COCO 2014 (Random)
88.73Accuracy
8
POPE
84.9Score
7
POPE
89.24Accuracy (Random)
6
POPE
92.6Rand Accuracy
6
POPE (Popular)
89.12Accuracy
6