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Reported on 7 benchmarks across 1 task

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing7 results

Visual Question Answering (VQA)onGQA Test2019
Accuracy
60.7
best: 89.3 (human)
Visual Question Answering (VQA)onGQA Test2019
Binary
77.41
best: 91.2 (human)
Visual Question Answering (VQA)onGQA Test2019
Consistency
89.65
best: 98.4 (human)
Visual Question Answering (VQA)onGQA Test2019
Distribution
6.09
best: 93.08 (GlobalPrior)
Visual Question Answering (VQA)onGQA Test2019
Open
45.96
best: 87.4 (human)
Visual Question Answering (VQA)onGQA Test2019
Plausibility
84.55
best: 97.2 (human)
Visual Question Answering (VQA)onGQA Test2019
Validity
96.37
best: 98.9 (human)