Video-Text-to-Text
Transformers
Safetensors
qwen3_vl
image-text-to-text
video-retrieval
temporal-grounding
videosearch-r1
Instructions to use VideoSearchR1/charades-stage1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use VideoSearchR1/charades-stage1 with Transformers:
# Load model directly from transformers import AutoProcessor, AutoModelForMultimodalLM processor = AutoProcessor.from_pretrained("VideoSearchR1/charades-stage1") model = AutoModelForMultimodalLM.from_pretrained("VideoSearchR1/charades-stage1") - Notebooks
- Google Colab
- Kaggle
| { | |
| "source_jsonl": "eval/external_verified_test_temporal_grounding.check.jsonl", | |
| "num_examples": 3720, | |
| "final_retrieval": { | |
| "N": 3720, | |
| "R@1": 0.24435483870967742, | |
| "R@5": 0.4274193548387097, | |
| "R@10": 0.5206989247311828, | |
| "R@100": 0.850268817204301, | |
| "MRR": 0.33681075297055263, | |
| "mean_rank": 58.86370967741936 | |
| }, | |
| "original_retrieval": { | |
| "N": 3720, | |
| "R@1": 0.2163978494623656, | |
| "R@5": 0.41774193548387095, | |
| "R@10": 0.5147849462365591, | |
| "R@100": 0.8416666666666667, | |
| "MRR": 0.3153196359774264, | |
| "mean_rank": 62.67795698924731 | |
| }, | |
| "final_temporal": { | |
| "N": 3720, | |
| "mIoU@R1": 0.08866356951907856, | |
| "IoU@0.3@R1": 0.13763440860215054, | |
| "IoU@0.5@R1": 0.09301075268817205, | |
| "IoU@0.7@R1": 0.04596774193548387 | |
| }, | |
| "turns": { | |
| "1": { | |
| "retrieval": { | |
| "N": 3720, | |
| "R@1": 0.24435483870967742, | |
| "R@5": 0.4282258064516129, | |
| "R@10": 0.5198924731182796, | |
| "R@100": 0.8510752688172043, | |
| "MRR": 0.33700085235354443, | |
| "mean_rank": 58.85591397849463 | |
| }, | |
| "temporal": { | |
| "N": 3720, | |
| "mIoU@R1": 0.07265701076367286, | |
| "IoU@0.3@R1": 0.11397849462365592, | |
| "IoU@0.5@R1": 0.07526881720430108, | |
| "IoU@0.7@R1": 0.035483870967741936 | |
| } | |
| }, | |
| "2": { | |
| "retrieval": { | |
| "N": 2058, | |
| "R@1": 0.1379980563654033, | |
| "R@5": 0.3299319727891156, | |
| "R@10": 0.43100097181729835, | |
| "R@100": 0.814382896015549, | |
| "MRR": 0.23704409271423788, | |
| "mean_rank": 70.23469387755102 | |
| }, | |
| "temporal": { | |
| "N": 3720, | |
| "mIoU@R1": 0.0160065587554057, | |
| "IoU@0.3@R1": 0.023655913978494623, | |
| "IoU@0.5@R1": 0.017741935483870968, | |
| "IoU@0.7@R1": 0.010483870967741936 | |
| } | |
| } | |
| } | |
| } | |