RUBi

Reported on 3 benchmarks across 1 task · 2 papers

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

Natural Language Processing3 results

Visual Question Answering (VQA)onVQA-CE
Accuracy (Counterexamples)· 2021-04-07
32.25
best: 34.41 (RandImg)
Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering arXiv:2104.03149
Visual Question Answering (VQA)onVQA-CP
Score· 2019-06-24
47.11
best: 58.95 (CSS)
RUBi: Reducing Unimodal Biases in Visual Question Answering arXiv:1906.10169
Visual Question Answering (VQA)onVQA v2 test-dev
Accuracy· 2019-06-24
63.18
best: 84.3 (PaLI)
RUBi: Reducing Unimodal Biases in Visual Question Answering arXiv:1906.10169