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SotA/Methodology/Multimodal Deep Learning/VALSE existence

Multimodal Deep Learning on VALSE existence

Metric: pairwise accuracy (higher is better)

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#Model↕pairwise accuracy▼AugmentationsPaperDate↕Code
1ViLBERT 12-in-195.6NoVALSE: A Task-Independent Benchmark for Vision a...2021-12-14Code
2LXMERT78.6NoVALSE: A Task-Independent Benchmark for Vision a...2021-12-14Code
3CLIP66.9NoVALSE: A Task-Independent Benchmark for Vision a...2021-12-14Code
4ViLBERT66.5NoVALSE: A Task-Independent Benchmark for Vision a...2021-12-14Code
5GPT161.8NoVALSE: A Task-Independent Benchmark for Vision a...2021-12-14Code
6GPT258NoVALSE: A Task-Independent Benchmark for Vision a...2021-12-14Code
7VisualBERT39.7NoVALSE: A Task-Independent Benchmark for Vision a...2021-12-14Code