MM-UPD

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authored a paper 3 months ago

Paper Reconstruction Evaluation: Evaluating Presentation and Hallucination in AI-written Papers

Paper • 2604.01128 • Published Apr 1 • 15

authored a paper 6 months ago

JMMMU-Pro: Image-based Japanese Multi-discipline Multimodal Understanding Benchmark via Vibe Benchmark Construction

Paper • 2512.14620 • Published Dec 16, 2025 • 2

submitted a paper to Daily Papers 6 months ago

JMMMU-Pro: Image-based Japanese Multi-discipline Multimodal Understanding Benchmark via Vibe Benchmark Construction

Paper • 2512.14620 • Published Dec 16, 2025 • 2

authored a paper 8 months ago

Jr. AI Scientist and Its Risk Report: Autonomous Scientific Exploration from a Baseline Paper

Paper • 2511.04583 • Published Nov 6, 2025 • 5

updated a dataset about 1 year ago

MM-UPD/MM-UPD

Updated Jun 11, 2025 • 443 • 17

in MM-UPD/MM-UPD about 1 year ago

Add paper link, code link, refine task category

#4 opened about 1 year ago by

authored 3 papers about 1 year ago

WebChoreArena: Evaluating Web Browsing Agents on Realistic Tedious Web Tasks

Paper • 2506.01952 • Published Jun 2, 2025 • 10

A Benchmark and Evaluation for Real-World Out-of-Distribution Detection Using Vision-Language Models

Paper • 2501.18463 • Published Jan 30, 2025 • 1

MangaVQA and MangaLMM: A Benchmark and Specialized Model for Multimodal Manga Understanding

Paper • 2505.20298 • Published May 26, 2025 • 9

authored a paper almost 2 years ago

Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey

Paper • 2407.21794 • Published Jul 31, 2024 • 6

authored a paper about 2 years ago

Unsolvable Problem Detection: Evaluating Trustworthiness of Vision Language Models

Paper • 2403.20331 • Published Mar 29, 2024 • 16

authored 5 papers about 2 years ago

DVERGE: Diversifying Vulnerabilities for Enhanced Robust Generation of Ensembles

Paper • 2009.14720 • Published Sep 30, 2020

OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Paper • 2306.09301 • Published Jun 15, 2023 • 1

Mixture Outlier Exposure: Towards Out-of-Distribution Detection in Fine-grained Environments

Paper • 2106.03917 • Published Jun 7, 2021

Min-K%++: Improved Baseline for Detecting Pre-Training Data from Large Language Models

Paper • 2404.02936 • Published Apr 3, 2024 • 3

Unsolvable Problem Detection: Evaluating Trustworthiness of Vision Language Models

Paper • 2403.20331 • Published Mar 29, 2024 • 16

updated a Space about 2 years ago

README

authored 3 papers over 2 years ago

LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning

Paper • 2306.01293 • Published Jun 2, 2023

Rethinking Rotation in Self-Supervised Contrastive Learning: Adaptive Positive or Negative Data Augmentation

Paper • 2210.12681 • Published Oct 23, 2022

Zero-Shot In-Distribution Detection in Multi-Object Settings Using Vision-Language Foundation Models

Paper • 2304.04521 • Published Apr 10, 2023