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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 |
|---|---|---|---|---|
| Markov Random Field inference | 3 | 1 | Feb 18, 2026 | |
| Closed-loop verification | 3 | 1 | Feb 20, 2026 | |
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 | |
| Aggregate Multimodal Evaluation | 3 | 3 | Mar 4, 2026 | |
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 | |
| 1-hop subgraph similarity evaluation | 3 | 1 | Feb 18, 2026 | |
| Open-world Instance Segmentation | 3 | 3 | Feb 18, 2026 | |
| Video Scene Graph Generation | 3 | 2 | Apr 23, 2026 | |
| Drone Navigation | 3 | 2 | Jun 4, 2026 |
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 |
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| Meta-Measure 2 (Ground-Truth Switch) | 3 | 1 | Feb 20, 2026 |
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| Streaming 3D Object Detection | 3 | 1 | Feb 18, 2026 |
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| Capturing Discriminative Attributes | 3 | 1 | Feb 18, 2026 |
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| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
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| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
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| Source Integrity | 3 | 1 | Feb 20, 2026 |
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| Meta-Measure 3 (Noise Sensitivity) | 3 | 1 | Feb 20, 2026 |
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| 3D GAN Inversion | 3 | 1 | Feb 18, 2026 |
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| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
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| Max-3-SAT | 3 | 1 | Feb 18, 2026 |
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| Vanishing Point Correction | 3 | 1 | Feb 20, 2026 |
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| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
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| Instruction-Guided Video Editing | 3 | 4 | Jun 5, 2026 |
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| Remote Sensing Image Restoration | 3 | 3 | Apr 28, 2026 |
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| Text-driven Image Manipulation | 3 | 2 | Feb 18, 2026 |
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