Loading the SOTA2 catalog…
SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 | |
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 | |
| Transparent object normal estimation | 3 | 1 | Feb 19, 2026 | |
| Drone Navigation | 3 | 2 | Jun 4, 2026 | |
| Artifact Mitigation | 3 | 1 | Feb 19, 2026 | |
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 | |
| Cell image generation | 3 | 1 | Feb 19, 2026 | |
| Image-to-image relighting | 3 | 1 | Feb 19, 2026 | |
| Multi-modal Perception |
| 3 |
| 2 |
| Jun 4, 2026 |
| Value Modeling | 3 | 1 | Feb 18, 2026 |
|---|
| Ground-to-Satellite image synthesis | 3 | 1 | Mar 30, 2026 |
|---|
| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 |
|---|
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
|---|
| Bias-Penalized Accuracy Evaluation | 3 | 1 | Feb 18, 2026 |
|---|
| Local Image Retrieval (Text-to-Image) | 3 | 1 | Feb 19, 2026 |
|---|
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
|---|
| Optic Flow | 3 | 1 | Feb 18, 2026 |
|---|
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Value Classification | 3 | 1 | Mar 27, 2026 |
|---|
| Chat Evaluation | 3 | 4 | Jun 26, 2026 |
|---|
| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
|---|
| Large-scale Scene Reconstruction | 3 | 1 | Apr 13, 2026 |
|---|
| Large-Scale Scene Modeling | 3 | 1 | Feb 19, 2026 |
|---|
| Pulmonary Tree Reconstruction | 3 | 1 | Feb 19, 2026 |
|---|