Video-Text-to-Text
Transformers
Safetensors
qwen3_vl
image-text-to-text
video-retrieval
temporal-grounding
videosearch-r1
Instructions to use VideoSearchR1/didemo-stage1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use VideoSearchR1/didemo-stage1 with Transformers:
# Load model directly from transformers import AutoProcessor, AutoModelForMultimodalLM processor = AutoProcessor.from_pretrained("VideoSearchR1/didemo-stage1") model = AutoModelForMultimodalLM.from_pretrained("VideoSearchR1/didemo-stage1") - Notebooks
- Google Colab
- Kaggle
| { | |
| "source_jsonl": "eval/external_verified_test_temporal_grounding.check.jsonl", | |
| "num_examples": 4013, | |
| "final_retrieval": { | |
| "N": 4013, | |
| "R@1": 0.5738848741589833, | |
| "R@5": 0.8056316969847994, | |
| "R@10": 0.8681784201345627, | |
| "R@100": 0.9730874657363568, | |
| "MRR": 0.6758319082279836, | |
| "mean_rank": 12.62471966110142 | |
| }, | |
| "original_retrieval": { | |
| "N": 4013, | |
| "R@1": 0.551457762272614, | |
| "R@5": 0.7931721903812609, | |
| "R@10": 0.8562172937951658, | |
| "R@100": 0.9698479940194368, | |
| "MRR": 0.6583015862230686, | |
| "mean_rank": 13.97408422626464 | |
| }, | |
| "final_temporal": { | |
| "N": 4013, | |
| "mIoU@R1": 0.17089007946396434, | |
| "IoU@0.3@R1": 0.2043359082980314, | |
| "IoU@0.5@R1": 0.18714178918514826, | |
| "IoU@0.7@R1": 0.13979566409170197 | |
| }, | |
| "turns": { | |
| "1": { | |
| "retrieval": { | |
| "N": 4013, | |
| "R@1": 0.5736356840269126, | |
| "R@5": 0.8053825068527286, | |
| "R@10": 0.8681784201345627, | |
| "R@100": 0.9730874657363568, | |
| "MRR": 0.675732730915916, | |
| "mean_rank": 12.62770994268627 | |
| }, | |
| "temporal": { | |
| "N": 4013, | |
| "mIoU@R1": 0.16299905861505662, | |
| "IoU@0.3@R1": 0.1951158734114129, | |
| "IoU@0.5@R1": 0.1784201345626713, | |
| "IoU@0.7@R1": 0.13306753052579118 | |
| } | |
| }, | |
| "2": { | |
| "retrieval": { | |
| "N": 871, | |
| "R@1": 0.4695752009184845, | |
| "R@5": 0.7451205510907003, | |
| "R@10": 0.8254879448909299, | |
| "R@100": 0.9632606199770379, | |
| "MRR": 0.5896197977240137, | |
| "mean_rank": 13.808266360505167 | |
| }, | |
| "temporal": { | |
| "N": 4013, | |
| "mIoU@R1": 0.007891020848907717, | |
| "IoU@0.3@R1": 0.00922003488661849, | |
| "IoU@0.5@R1": 0.00872165462247695, | |
| "IoU@0.7@R1": 0.00672813356591079 | |
| } | |
| } | |
| } | |
| } | |