PCA-Bench (PCA-Bench)

leonardPKU

authored a paper 8 months ago

MMEvalPro: Calibrating Multimodal Benchmarks Towards Trustworthy and Efficient Evaluation

Paper • 2407.00468 • Published Jun 29, 2024 • 35

void0721

authored a paper 11 months ago

MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?

Paper • 2403.14624 • Published Mar 21, 2024 • 52

leonardPKU

updated a Space 11 months ago

2

PCA Bench Leaderboard

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leonardPKU

authored 7 papers 11 months ago

M$^3$IT: A Large-Scale Dataset towards Multi-Modal Multilingual Instruction Tuning

Paper • 2306.04387 • Published Jun 7, 2023 • 8

MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning

Paper • 2309.07915 • Published Sep 14, 2023 • 4

ML-Bench: Large Language Models Leverage Open-source Libraries for Machine Learning Tasks

Paper • 2311.09835 • Published Nov 16, 2023 • 10

PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain

Paper • 2402.15527 • Published Feb 21, 2024

An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language Models

Paper • 2403.06764 • Published Mar 11, 2024 • 26

Silkie: Preference Distillation for Large Visual Language Models

Paper • 2312.10665 • Published Dec 17, 2023 • 10

Large Language Models are not Fair Evaluators

Paper • 2305.17926 • Published May 29, 2023 • 1

leonardPKU

updated a dataset 12 months ago

PCA-Bench/PCA-Bench-V1

Viewer • Updated Feb 23, 2024 • 808 • 153 • 3

leonardPKU

authored 2 papers over 1 year ago

Towards End-to-End Embodied Decision Making via Multi-modal Large Language Model: Explorations with GPT4-Vision and Beyond

Paper • 2310.02071 • Published Oct 3, 2023 • 4

Making Large Language Models Better Reasoners with Alignment

Paper • 2309.02144 • Published Sep 5, 2023 • 2

PCA-Bench

AI & ML interests

PCA-Bench's activity

MMEvalPro: Calibrating Multimodal Benchmarks Towards Trustworthy and Efficient Evaluation

MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?

PCA Bench Leaderboard

M$^3$IT: A Large-Scale Dataset towards Multi-Modal Multilingual Instruction Tuning

MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning

ML-Bench: Large Language Models Leverage Open-source Libraries for Machine Learning Tasks

PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain

An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language Models

Silkie: Preference Distillation for Large Visual Language Models

Large Language Models are not Fair Evaluators

PCA-Bench/PCA-Bench-V1

Towards End-to-End Embodied Decision Making via Multi-modal Large Language Model: Explorations with GPT4-Vision and Beyond

Making Large Language Models Better Reasoners with Alignment

AI & ML interests

Team members 2

PCA-Bench's activity

PCA Bench Leaderboard