shahedm2001/Catarct-Irregularity
Cataract Surgery Irregularity Benchmark (CSI-Bench) CSI-Bench is a standardized, self-contained evaluation benchmark for Vision-Language Models (VLMs) on intraoperative ophthalmic irregularity detection and 3-class taxonomy classification. Derived from the clinical Cataract-1K dataset. Dataset Overview Total Videos: 41 procedures (317.1 minutes of surgical video, 811.0 MB) Modality: Pure visual surgical video (all audio tracks completely stripped, silent H.264 @… See the full description on the dataset page: https://huggingface.co/datasets/shahedm2001/Catarct-Irregularity.
| Author / organization | shahedm2001 |
|---|---|
| License (as declared) | cc-by-nc-4.0 |
| Downloads | 333 (as reported by Hugging Face) |
| Likes | 0 |
| Created | 3 October 2026 |
| Last updated at source | 3 October 2026 |
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