Custom
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Novel View Synthesis | Custom | PSNR27.04 | 24 | |
| Translation | Custom English-to-Hebrew | Win Rate (GPT-4o Judge)30.09 | 11 | |
| Audio-driven Video Generation | Custom evaluation dataset | Sync-C5.62 | 9 | |
| Pure text-guided image editing | Custom 200 samples (test) | CLIP-T0.328 | 9 | |
| Novel View Synthesis | Custom plushy (test) | PSNR37.34 | 8 | |
| Image-to-Video generation | Custom 27-video (test) | Motion Smoothness0.996 | 7 | |
| Stroke-guided Image Editing | Custom 200-sample (test) | CLIP Similarity (T)0.298 | 5 | |
| Video Generation | Custom V3 (test) | Reference Consistency66.98 | 4 | |
| Object Grounding | Custom 5-scene 50 queries (test) | Accuracy84 | 3 | |
| Zero-day Ransomware Detection | Custom | Accuracy97.4 | 1 | |
| Ransomware Detection, Family Classification, and Zero-day Detection | Custom | Accuracy95.9 | 1 |
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