Video-Text-to-Text
Transformers
Safetensors
qwen3_vl
image-text-to-text
video-retrieval
temporal-grounding
videosearch-r1
Instructions to use VideoSearchR1/didemo-stage2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use VideoSearchR1/didemo-stage2 with Transformers:
# Load model directly from transformers import AutoProcessor, AutoModelForMultimodalLM processor = AutoProcessor.from_pretrained("VideoSearchR1/didemo-stage2") model = AutoModelForMultimodalLM.from_pretrained("VideoSearchR1/didemo-stage2") - Notebooks
- Google Colab
- Kaggle
File size: 2,286 Bytes
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"source_jsonl": "eval/external_verified_test_temporal_grounding.check.jsonl",
"num_examples": 4013,
"final_retrieval": {
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"R@5": 0.8195863443807625,
"R@10": 0.8778968352853227,
"R@100": 0.975080986792923,
"MRR": 0.6891669260789297,
"mean_rank": 11.761774233740343
},
"original_retrieval": {
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"R@10": 0.8562172937951658,
"R@100": 0.9698479940194368,
"MRR": 0.6583015862230686,
"mean_rank": 13.97408422626464
},
"final_temporal": {
"N": 4013,
"mIoU@R1": 0.26725640214899044,
"IoU@0.3@R1": 0.3331672065786195,
"IoU@0.5@R1": 0.3025168203339148,
"IoU@0.7@R1": 0.1976077747321206
},
"turns": {
"1": {
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"mean_rank": 11.76052828307999
},
"temporal": {
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"IoU@0.3@R1": 0.30824819337154247,
"IoU@0.5@R1": 0.2790929479192624,
"IoU@0.7@R1": 0.18165960627959132
}
},
"2": {
"retrieval": {
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"R@10": 0.7476714648602879,
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},
"temporal": {
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"IoU@0.3@R1": 0.02466982307500623,
"IoU@0.5@R1": 0.02317468228258161,
"IoU@0.7@R1": 0.01569897832045851
}
},
"3": {
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"MRR": 0.3830839938747691,
"mean_rank": 25.518223234624145
},
"temporal": {
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"mIoU@R1": 0.00024919013207077,
"IoU@0.3@R1": 0.00024919013207077,
"IoU@0.5@R1": 0.00024919013207077,
"IoU@0.7@R1": 0.00024919013207077
}
}
}
}
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