| Paper | Code | Accuracy | RMSE | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts | 86.3 | SMoLA-PaLI-X Specialist | 2023-12-01 | ||
| Visual Program Distillation: Distilling Tools and Programmatic Reasoning into Vision-Language Models | 86.2 | PaLI-X-VPD | 2023-12-05 | ||
| Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts | 83.3 | SMoLA-PaLI-X Generalist (0 shot) | 2023-12-01 | ||
| MoVie: Revisiting Modulated Convolutions for Visual Counting and Beyond | ✓ Link | 74.9 | 1 | MoVie-ResNeXt | 2020-04-24 |
| TallyQA: Answering Complex Counting Questions | ✓ Link | 71.8 | 1.13 | RCN | 2018-10-29 |
| MoVie: Revisiting Modulated Convolutions for Visual Counting and Beyond | ✓ Link | 70.8 | 1.09 | MoVie | 2020-04-24 |