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 |
|---|---|---|---|---|
| Chart-related task response generation | 1 | 1 | Feb 18, 2026 | |
| Chart Fact Checking | 1 | 1 | Feb 18, 2026 | |
| Concurrent Existence | 1 | 1 | Feb 18, 2026 | |
| One-to-One Correspondence | 1 | 1 | Feb 18, 2026 | |
| Cross-dataset Continual Learning | 1 | 2 | Feb 18, 2026 | |
| Brain Tumor Segmentation (Tumor Core - TC) | 1 | 1 | Feb 18, 2026 | |
| Nonverbal Visual Reasoning | 1 | 1 | Feb 27, 2026 | |
| Non-Reference Image Quality Assessment | 1 | 1 | Feb 18, 2026 | |
| 2D Keypoint Projection |
| 1 |
| 1 |
| Feb 18, 2026 |
| Social gaze following (LAEO) | 1 | 1 | Feb 18, 2026 |
|---|
| Novel Pose Reconstruction | 1 | 1 | Feb 18, 2026 |
|---|
| Novel Poses | 1 | 1 | Feb 18, 2026 |
|---|
| Adversarial Classification ($W_{\infty}$ distributional threat model) | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-Object Tracking (cars) | 1 | 1 | Feb 18, 2026 |
|---|
| Object-centric Video Anomaly Detection | 1 | 1 | Feb 18, 2026 |
|---|
| 1:1 Verification | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Pose Forecasting (Joint Angles) | 1 | 2 | Feb 18, 2026 |
|---|
| Kidney Tumor Segmentation | 1 | 1 | Feb 24, 2026 |
|---|
| Brain Tumor Segmentation (Enhancing Tumor - ET) | 1 | 1 | Feb 18, 2026 |
|---|
| Adversarial Classification ($W_2$ distributional threat model) | 1 | 1 | Feb 18, 2026 |
|---|
| Visual Pusher | 1 | 1 | Feb 18, 2026 |
|---|
| Visual Pickup | 1 | 1 | Feb 18, 2026 |
|---|
| Stroke completion | 1 | 2 | Feb 18, 2026 |
|---|
| Indiscriminate Attack | 1 | 1 | Feb 18, 2026 |
|---|
| Scene Graph Node Alignment | 1 | 1 | Feb 18, 2026 |
|---|