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SotA/Methodology/Multimodal Deep Learning/VALSE action replacement

Multimodal Deep Learning on VALSE action replacement

Metric: pairwise accuracy (higher is better)

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#Model↕pairwise accuracy▼AugmentationsPaperDate↕Code
1CLIP75.6NoVALSE: A Task-Independent Benchmark for Vision a...2021-12-14Code
2ViLBERT70.7NoVALSE: A Task-Independent Benchmark for Vision a...2021-12-14Code
3GPT266.8NoVALSE: A Task-Independent Benchmark for Vision a...2021-12-14Code
4ViLBERT 12-in-165.9NoVALSE: A Task-Independent Benchmark for Vision a...2021-12-14Code
5GPT165.4NoVALSE: A Task-Independent Benchmark for Vision a...2021-12-14Code
6LXMERT54.8NoVALSE: A Task-Independent Benchmark for Vision a...2021-12-14Code
7VisualBERT49.2NoVALSE: A Task-Independent Benchmark for Vision a...2021-12-14Code