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 |
|---|---|---|---|---|
| Multi-modal Video Evaluation | 3 | 12 | Jun 24, 2026 | |
| Massive Multi-discipline Multimodal Understanding | 3 | 29 | Jun 19, 2026 | |
| Satellite→Drone Geo-localization | 3 | 3 | Mar 17, 2026 | |
| Video Repetition Counting | 3 | 4 | Feb 18, 2026 | |
| Visual Language Navigation | 3 | 2 | Jun 30, 2026 | |
| Neutral Face Reconstruction | 3 | 1 | Feb 18, 2026 | |
| Single-image Relighting | 3 | 3 | May 19, 2026 | |
| Open-set Panoptic Segmentation | 3 | 1 | Feb 18, 2026 | |
| SSL Backdoor Attack |
| 3 |
| 1 |
| Mar 4, 2026 |
| Visual puzzle solving | 3 | 3 | Jun 18, 2026 |
|---|
| Single-object retrieval | 3 | 1 | Feb 18, 2026 |
|---|
| Multi-modal Vehicle Re-Identification | 3 | 2 | Jun 19, 2026 |
|---|
| Deictic Object Segmentation | 3 | 1 | Feb 18, 2026 |
|---|
| Chart Information Extraction | 3 | 1 | Feb 18, 2026 |
|---|
| Khmer Text Recognition | 3 | 1 | Mar 4, 2026 |
|---|
| Similarity Confidence | 3 | 1 | Mar 4, 2026 |
|---|
| Spatial-Temporal Reasoning | 3 | 1 | Mar 4, 2026 |
|---|
| Slice-to-Volume MRI Reconstruction | 3 | 1 | Mar 4, 2026 |
|---|
| Layout Analysis | 3 | 3 | Mar 27, 2026 |
|---|
| RoI-level Breast Cancer Tumor Subtyping | 3 | 1 | Mar 4, 2026 |
|---|
| Count | 3 | 3 | May 18, 2026 |
|---|
| Deep Image Clustering | 3 | 1 | Feb 18, 2026 |
|---|
| Surgical Skill Assessment (Knot Tying) | 3 | 1 | Mar 4, 2026 |
|---|
| Across-task Surgical Skill Assessment | 3 | 1 | Mar 4, 2026 |
|---|
| Downstream evaluation | 3 | 3 | Jun 4, 2026 |
|---|