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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Audio Instruction Following | 2 | 2 | May 20, 2026 | |
| Conflict Measurement | 2 | 1 | Mar 20, 2026 | |
| Emotional Recognition | 2 | 1 | Feb 20, 2026 | |
| Synthetic image evaluation | 2 | 1 | Mar 20, 2026 | |
| 4x Image Super-Resolution | 2 | 1 | Mar 20, 2026 | |
| 3D Anatomical Graph Generation | 2 | 1 | Mar 20, 2026 | |
| Pain Intensity Assessment | 2 | 1 | Mar 20, 2026 | |
| Object Decomposition | 2 | 1 | Mar 20, 2026 | |
| Multiobjective Set Packing Problem |
| 2 |
| 1 |
| Mar 20, 2026 |
| Failure types identification | 2 | 1 | Feb 18, 2026 |
|---|
| Displacement Tracking | 2 | 1 | Mar 20, 2026 |
|---|
| Camera calibration and pose estimation | 2 | 1 | Feb 20, 2026 |
|---|
| Auto-Vocabulary 3D Object Detection | 2 | 1 | Feb 27, 2026 |
|---|
| Facial Behavior Synthesis | 2 | 1 | Mar 20, 2026 |
|---|
| Factual Probe | 2 | 3 | Feb 27, 2026 |
|---|
| Holistic Scene Reconstruction | 2 | 2 | Jun 4, 2026 |
|---|
| Episodic-memory Question Answering | 2 | 1 | Feb 20, 2026 |
|---|
| Interactive Surgical Segmentation | 2 | 1 | Mar 20, 2026 |
|---|
| Surgical Scene Segmentation | 2 | 1 | Mar 20, 2026 |
|---|
| Language Control Neuron Identification | 2 | 1 | Mar 20, 2026 |
|---|
| Description Generation | 2 | 1 | Feb 18, 2026 |
|---|
| Shot-Language Understanding | 2 | 1 | Mar 20, 2026 |
|---|
| Multi-view Correspondence | 2 | 1 | Feb 20, 2026 |
|---|
| Instance-decomposed Reconstruction | 2 | 1 | Mar 20, 2026 |
|---|
| Context Management | 2 | 2 | Jul 2, 2026 |
|---|