Multimodal Deep Learning on VALSE
Metric: average pairwise accuracy (higher is better)
Metric: average pairwise accuracy (higher is better)
| # | Model↕ | average pairwise accuracy▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ViLBERT 12-in-1 | 75.1 | No | VALSE: A Task-Independent Benchmark for Vision a... | 2021-12-14 | Code |
| 2 | CLIP | 64 | No | VALSE: A Task-Independent Benchmark for Vision a... | 2021-12-14 | Code |
| 3 | ViLBERT | 63.7 | No | VALSE: A Task-Independent Benchmark for Vision a... | 2021-12-14 | Code |
| 4 | GPT1 | 60.7 | No | VALSE: A Task-Independent Benchmark for Vision a... | 2021-12-14 | Code |
| 5 | GPT2 | 60.1 | No | VALSE: A Task-Independent Benchmark for Vision a... | 2021-12-14 | Code |
| 6 | LXMERT | 59.6 | No | VALSE: A Task-Independent Benchmark for Vision a... | 2021-12-14 | Code |
| 7 | VisualBERT | 46.4 | No | VALSE: A Task-Independent Benchmark for Vision a... | 2021-12-14 | Code |