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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 |
|---|---|---|---|---|
| Feedback Loop Identification | 3 | 1 | Mar 30, 2026 | |
| Phylogenetic Inference | 3 | 1 | Mar 30, 2026 | |
| Agent Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 | |
| Multi-person Human Pose Estimation | 3 | 2 | May 14, 2026 | |
| Video Jailbreaking | 3 | 2 | Jul 1, 2026 | |
| Audio-visual Zero-Shot Classification | 3 | 4 | Feb 27, 2026 | |
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 | |
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 | |
| Meta-Measure 2 (Ground-Truth Switch) |
| 3 |
| 1 |
| Feb 20, 2026 |
| Drone Navigation | 3 | 2 | Jun 4, 2026 |
|---|
| Meta-Measure 3 (Noise Sensitivity) | 3 | 1 | Feb 20, 2026 |
|---|
| Bitext Mining (with hard negatives) | 3 | 1 | Feb 18, 2026 |
|---|
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Meta-Measure 4 (Structural Sensitivity - Erode) | 3 | 1 | Feb 20, 2026 |
|---|
| Closed-loop verification | 3 | 1 | Feb 20, 2026 |
|---|
| Turning point detection | 3 | 2 | Apr 14, 2026 |
|---|
| Grounded Reasoning | 3 | 4 | May 29, 2026 |
|---|
| Selection | 3 | 2 | May 15, 2026 |
|---|
| Meta-Measure 4 (Structural Sensitivity - Dilate) | 3 | 1 | Feb 20, 2026 |
|---|
| Source Integrity | 3 | 1 | Feb 20, 2026 |
|---|
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
|---|
| Vanishing Point Correction | 3 | 1 | Feb 20, 2026 |
|---|
| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 |
|---|
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Context-window selection | 3 | 1 | Mar 27, 2026 |
|---|