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 |
|---|---|---|---|---|
| RGB-T Semantic Segmentation | 1 | 1 | Feb 18, 2026 | |
| 3D Human Detection | 1 | 1 | Feb 18, 2026 | |
| In-Context Captioning | 1 | 1 | Feb 18, 2026 | |
| Deep Image Matting | 1 | 1 | Feb 18, 2026 | |
| Group-level video emotion classification | 1 | 2 | Jun 9, 2026 | |
| Detailed Image Captioning | 1 | 1 | Feb 18, 2026 | |
| 2D Human Video Generation | 1 | 1 | Feb 18, 2026 | |
| Perturbation Test (Impact on Accuracy) | 1 | 1 | Feb 18, 2026 | |
| Instance Detection and Classification |
| 1 |
| 1 |
| Feb 18, 2026 |
| Faithfulness of visual explanations | 1 | 1 | Feb 18, 2026 |
|---|
| VAE Log-Likelihood Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Caption Matching | 1 | 1 | Feb 18, 2026 |
|---|
| BRDF decomposition | 1 | 1 | Feb 18, 2026 |
|---|
| 16x Super-resolution | 1 | 1 | Feb 18, 2026 |
|---|
| Plot Question Answering | 1 | 1 | Feb 18, 2026 |
|---|
| Birds-Eye-View Detection | 1 | 6 | Jun 24, 2026 |
|---|
| Gastric cancer classification | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-class Tooth Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Fairness classification (Attractive label) | 1 | 1 | Feb 18, 2026 |
|---|
| Low-light Raw Video Denoising | 1 | 1 | Feb 18, 2026 |
|---|
| Visual Appearance Personalization | 1 | 1 | Feb 18, 2026 |
|---|
| 2D Reprojection Accuracy | 1 | 1 | Feb 18, 2026 |
|---|
| Levator Hiatus Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Fairness classification (Big Nose label) | 1 | 1 | Feb 18, 2026 |
|---|
| Targeted Transfer Attack | 1 | 3 | Feb 18, 2026 |
|---|