General

A broad category encompassing machine learning research and tasks that don't fit specifically into vision or language domains, including general ML methods, optimization, and cross-domain approaches.

11 tasks87 datasets8 results

Tasks & Benchmarks

Show all datasets and SOTA results

Video-Language Models

CG-Bench
CinePile
EgoLife
EgoSchema
MMVU
MMWorld
MVP
PLM-VideoBench
67.7(MBAcc)PLM (8B)
TempCompass
TemporalBench (MBA-short QA)
TOMATO
VideoHolmes
Video-MMLU2025
Video-MMMU

Coding Agents

CRUX-O
87.8(Pass@1)Qwen2.5-Plus
55.5(Pass@1)Qwen2.5-72B-Instruct
MBPP
88.2(Pass@1)Qwen2.5-72B-Instruct
MultiPL-E
77(Pass@1)Qwen2.5-Plus
SciCode

Embedding models

No datasets indexed yet. Contribute on GitHub

Omni models

DailyOmni
WorldSense

Reasoning

No datasets indexed yet. Contribute on GitHub

Reinforcement Learning

No datasets indexed yet. Contribute on GitHub

Retrieval

AmsterTime
BEIR
CodeSearchNet (CSN)
MLDR (English subset)
Revisited Paris (R_Par) — Medium split
StackOverflow-QA (StackQA)

Vision-Language Models

A12D
GQA
HallusionBench
IntelligentBench
MEGA-Bench (macro)
Meta-World authors' collected dataset
M-LongDoc
MMBench-CN
MMBench-EN
MMBench-V1.1
MME
MMStar
MMT-Bench
MM-Vet
MTVQA
NIH/Multi-needle
OlympiadBench (full)
OmniBench
RefCOCO2016
RefCOCO / RefCOCO+ / RefCOCOg (overall)
SO100 real-world: Pick-Place, Stacking, Sorting
SO101 real-world: Pick-Place-Lego
VCR-Wiki-EN-Easy
VCR-Wiki-ZH-Easy
Vibe-Eval
VQAv2
WISE

World Models

No datasets indexed yet. Contribute on GitHub

Computer Use Agents

MMB-GUI (MMBench-GUI)
OSW-G (OSWorld-G)
OSWorld (50 steps)
SSv2 (Screenshot-v2)
UI-V (UI-Vision)

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