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 |
|---|---|---|---|---|
| Near-field Photometric Stereo | 1 | 1 | Feb 18, 2026 | |
| Audio-Visual Action Recognition | 1 | 1 | Feb 18, 2026 | |
| Sparse Depth Prediction | 1 | 1 | Feb 18, 2026 | |
| Multi-temporal Cloud Removal | 1 | 1 | Feb 18, 2026 | |
| Comprehensive Multi-modal Evaluation | 1 | 13 | Jul 3, 2026 | |
| Hierarchical Scene Categorization | 1 | 1 | Feb 18, 2026 | |
| Context-dependent Visual Reasoning | 1 | 1 | Feb 18, 2026 | |
| Model Merging Performance Aggregation | 1 | 1 | Feb 18, 2026 | |
| Spatiotemporal Video Question Answering |
|---|
| 1 |
| 1 |
| Feb 18, 2026 |
| Time-sensitive Querying | 1 | 1 | Feb 18, 2026 |
|---|
| Spatial-Temporal Action Localization | 1 | 1 | Feb 18, 2026 |
|---|
| Photo Aesthetics Ranking | 1 | 1 | Feb 18, 2026 |
|---|
| Icon Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Pose-to-Video | 1 | 1 | Feb 18, 2026 |
|---|
| Icon Question Answering | 1 | 2 | Jun 11, 2026 |
|---|
| Object Pose Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Video Camouflaged Object Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Photo Aesthetics Classification | 1 | 2 | Feb 18, 2026 |
|---|
| Geolocational accuracy | 1 | 2 | Feb 18, 2026 |
|---|
| Regional Perception | 1 | 1 | Feb 18, 2026 |
|---|
| Video Representation Generalization | 1 | 2 | Mar 31, 2026 |
|---|
| 2D Lane Detection | 1 | 2 | Mar 25, 2026 |
|---|
| Video-driven Talking Head Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Text-to-Interaction Motion Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Individual Motion Generation | 1 | 1 | Feb 18, 2026 |
|---|