GQA
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
GQA (test-dev)
62Accuracy
19
GQA POPE (Adversarial)
82.73Accuracy
19
GQA
62Accuracy (GQA Compositional Reasoning)
18
GQA v1 (test)
64.2GQA Accuracy
17
GQA
73.4Exact Accuracy
17
GQA
63.3Score
17
GQA 22
65.3Accuracy
17
GQA
71Accuracy
16
GQA
64.2Accuracy
16
GQA
62.9Accuracy
16
GQA
0.623Score
16
GQA 1.0 (test)
57.7VIA
15
GQA
91.8Accuracy (Random)
15
GQA
63.3GQA Score
14
GQA
64.3GQA Score
14
GQA
62Absolute Score
14
GQA single-model (test)
91.2Binary Accuracy
14
GQA
64.2Accuracy (GQA)
13
GQA
64.2Score
13
GQA
64.2Score
13
GQA-LT (test)
63.6Accuracy (many)
13
GQA POPE
92.93Accuracy (Random)
12
GQA
76.87Accuracy
12
GQA
62Performance Gain Sum
12
GQA POPE (Random)
89.6Accuracy
12