Scaling Up Long Video Understanding for LMMs

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teowu 

updated a dataset 6 days ago

LongVideos/LongVideoDB-373K-Videos

Updated 6 days ago • 479 • 3

teowu 

authored 3 papers about 2 months ago

Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare

Paper • 2405.19298 • Published May 29, 2024

LIME: Less Is More for MLLM Evaluation

Paper • 2409.06851 • Published Sep 10, 2024

VideoAutoArena: An Automated Arena for Evaluating Large Multimodal Models in Video Analysis through User Simulation

Paper • 2411.13281 • Published Nov 20, 2024 • 17

teowu 

authored a paper 3 months ago

Aria: An Open Multimodal Native Mixture-of-Experts Model

Paper • 2410.05993 • Published Oct 8, 2024 • 107

teowu 

authored a paper 6 months ago

LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding

Paper • 2407.15754 • Published Jul 22, 2024 • 20

teowu 

authored a paper 10 months ago

Towards Open-ended Visual Quality Comparison

Paper • 2402.16641 • Published Feb 26, 2024 • 16

teowu 

authored 4 papers about 1 year ago

Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels

Paper • 2312.17090 • Published Dec 28, 2023 • 4

Q-Instruct: Improving Low-level Visual Abilities for Multi-modality Foundation Models

Paper • 2311.06783 • Published Nov 12, 2023 • 26

Q-Bench: A Benchmark for General-Purpose Foundation Models on Low-level Vision

Paper • 2309.14181 • Published Sep 25, 2023 • 2

FAST-VQA: Efficient End-to-end Video Quality Assessment with Fragment Sampling

Paper • 2207.02595 • Published Jul 6, 2022