Datasets › MSRVTT-QA
MSRVTT-QA
The MSR-VTT-QA dataset is a benchmark for the task of Visual Question Answering (VQA) on the MSR-VTT (Microsoft Research Video to Text) dataset. The MSR-VTT-QA benchmark is used to evaluate models on their ability to answer questions based on these videos. It's part of the tasks that this dataset is used for, along with Video Retrieval, Video Captioning, Zero-Shot Video Question Answering, Zero-Shot Video Retrieval, and Text-to-Video Generation.
Benchmarks archive 2025-07-28
All 5 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Visual Question Answering (VQA) | MSRVTT-QA | VLAB Accuracy 0.496 | VLAB: Enhancing Video Language Pre-training by Feature... | — | 34 | Compare |
| Zero-Shot Video Question Answer | MSRVTT-QA | Flash-VStream Accuracy 72.4 | Flash-VStream: Memory-Based Real-Time Understanding for... | IVGSZ/Flash-VStream | 30 | Compare |
| Video Question Answering | MSRVTT-QA | Mirasol3B Accuracy 50.42 | Mirasol3B: A Multimodal Autoregressive model for... | — | 14 | Compare |
| Visual Question Answering | MSRVTT-QA | Aurora (ours, r=64) Aurora (ours, r=64) Test Accuracy 44.8 | — | — | 4 | Compare |
| Zero-Shot Learning | MSRVTT-QA | HiTeA Accuracy 21.7 | HiTeA: Hierarchical Temporal-Aware Video-Language Pre-training | — | 1 | Compare |
Papers archive 2025-07-28
30 shown of 66 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 66. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
The full list of 66 is in the JSON twin.
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- MSRVTT-QA
1 variant name, as the archive lists them.
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