TREC 2025 Proceedings

T2V_VILA_NVILA_VideoLLaMA3_v2

Submission Details

Organization
NII_UIT
Track
Adhoc Video Search
Task
Video Search Task
Date
2025-07-28

Run Description

Is this run manual or automatic?
automatic
Describe the retrieval model used.
InternVL-G BEiT-3 CLIP-L/14 DataComp CLIP-H/14 Laion2B CLIP-H/14 DFN5b OpenAI RN101 BLIP-2 XCLIP InternVideo2 TeachCLIP Side4Video CLIP4Clip TS2Net VILA-1.5-40B NVILA-15B VideoLLaMA3-7B
Describe any external resources used.
I retrained the following models on the MSR-VTT dataset: - TeachCLIP - Side4Video - CLIP4Clip All other models utilized will be their pre-trained versions.
Training type:
D

Evaluation Files

Paper