Video-Text-to-Text
Transformers
Safetensors
qwen3_vl
image-text-to-text
video-retrieval
temporal-grounding
videosearch-r1
Instructions to use VideoSearchR1/charades-stage2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use VideoSearchR1/charades-stage2 with Transformers:
# Load model directly from transformers import AutoProcessor, AutoModelForMultimodalLM processor = AutoProcessor.from_pretrained("VideoSearchR1/charades-stage2") model = AutoModelForMultimodalLM.from_pretrained("VideoSearchR1/charades-stage2") - Notebooks
- Google Colab
- Kaggle
| { | |
| "source_jsonl": "eval/external_verified_test_temporal_grounding.check.jsonl", | |
| "num_examples": 3720, | |
| "final_retrieval": { | |
| "N": 3720, | |
| "R@1": 0.2456989247311828, | |
| "R@5": 0.4293010752688172, | |
| "R@10": 0.5220430107526882, | |
| "R@100": 0.8475806451612903, | |
| "MRR": 0.3370978602460052, | |
| "mean_rank": 58.99596774193548 | |
| }, | |
| "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": 0.1156113222052184, | |
| "IoU@0.3@R1": 0.16478494623655915, | |
| "IoU@0.5@R1": 0.13440860215053763, | |
| "IoU@0.7@R1": 0.08172043010752689 | |
| }, | |
| "turns": { | |
| "1": { | |
| "retrieval": { | |
| "N": 3720, | |
| "R@1": 0.2454301075268817, | |
| "R@5": 0.4295698924731183, | |
| "R@10": 0.5225806451612903, | |
| "R@100": 0.8475806451612903, | |
| "MRR": 0.33708539153560463, | |
| "mean_rank": 59.034408602150535 | |
| }, | |
| "temporal": { | |
| "N": 3720, | |
| "mIoU@R1": 0.08548125299555634, | |
| "IoU@0.3@R1": 0.12338709677419354, | |
| "IoU@0.5@R1": 0.0989247311827957, | |
| "IoU@0.7@R1": 0.05779569892473118 | |
| } | |
| }, | |
| "2": { | |
| "retrieval": { | |
| "N": 2415, | |
| "R@1": 0.12919254658385093, | |
| "R@5": 0.32629399585921326, | |
| "R@10": 0.4289855072463768, | |
| "R@100": 0.8182194616977225, | |
| "MRR": 0.2298517982971078, | |
| "mean_rank": 70.80869565217391 | |
| }, | |
| "temporal": { | |
| "N": 3720, | |
| "mIoU@R1": 0.03013006920966206, | |
| "IoU@0.3@R1": 0.04139784946236559, | |
| "IoU@0.5@R1": 0.035483870967741936, | |
| "IoU@0.7@R1": 0.0239247311827957 | |
| } | |
| } | |
| } | |
| } | |