常识推理

WinoGrande

PIQA

BoolQ

HellaSwag

ARC-c

ARC-e

OBQA

SIQA

GSM8K

ARC-Challenge

CommonsenseQA

SVAMP

ARC-easy

OpenBookQA

AQuA

MMLU

CSQA

LAMBADA

MATH

StrategyQA

MAWPS

ReCoRD

SocialIQa

ARC

MultiArith

RTE

AddSub

TruthfulQA

MRPC

MMLU-PRO

SciQ

PARus

RuCoS

RWSD

SST-2

arcc

arce

LOGIQA

Drop

MMLU-Redux

SingleEq

HellaS.

ScienceQA

WinoG.

AVReasonBench

PubMedQA

WNLI

MATH500

MNLI

Race

GSM8K-MC

MMBench

MMStar

MULTIPUN

BBH

Commonsense Reasoning

CosmosQA

HallusionBench

GQA

HS

TriviaQA

WG

BioASQ

Hella

ProcessBank

QNLI

Wino

XHOPREASON

NExT-QA

ToMbench

M3CoT

SciQA

AIME'25

ARC Challenge

ARC Easy

BIG-bench (Causal Judgment)

BIG-bench (Date Understanding)

BIG-bench (Disambiguation QA)

FANToM

GPQA

NQ

QQP

SingEq

SNLI-VE val

SQA

SQuAD

StoryCloze

WiC

A-OKVQA

BBH-EN

BBH-ZH

BIG-bench (Sports Understanding)

Commonsense170k

CruxEval

KorBench

LC-O

LiveBench

M³UCD

MMLU Pro

MMLU-STEM

QASC

QBQA

REBUS

ScienceQA + ARC-Challenge

SNLI-VE test

TextVQA

V* Bench

WG-M

WG-S

ZebraGrid

BLINK

COPA

CREAK

CSQA2

GLUE

HotpotQA

MCTest

MMToM-QA

MuSR

ProntoQA

Social IQa

VSR

AGI

ANLI

BIG-Bench Hard

CLEVRER

CrisisMMD

GPQA Main

GSM-Plus

HumanEval

IntentQA

MedQA-zh

POPE

PopQA

SimpleTom

SWDE

VideoMME

VQAv2

1DC

BigToM

Chem

Event2Mind test

FDA

Hi-ToM

Intent-QA

MA

MBPP

MCEval8K

MIR

MIRBENCH

MUIRBench

Phy

RULER

SST2

ToMi

TwoHop

VizWiz

WorldValuesBench

WSC

ancient Egyptian

Andersen tales

apartment (seen)

big-bench

BIG-bench (Winowhy)

Bingo

CoBRa

Combined

Community Alignment

CSQA-2

CSQA-COT1000

GD-VCR

GQA-OOD

GridToM

HaloQuest

KoBALT-Hard

KoBEST-General

MATH-V

medieval castle

Mini-ARC

MMLU-DE

MMMU

MultiRC

MuSiQue

NumGLUE

OCR-VQA

outer space

PACS-Material

PACS-QA

RealToxicityPrompts

ToxiGen

TruthfulQA-DE

Visual Abstractions Benchmark

VQA-CP v2

wild west

Wino.

WinoG

Winogrd

XSum

3DSRBench

ACRE

AGIEval-Math

AIME2025

AQUA-RAT

ARC (Easy)

arith

BIG-bench (Known Unknowns)

billsum

Bongard-LOGO

ChartQA

CNN-DM

COCO-Spatial

Combined Data

combined dataset

CV-Bench

Date Understanding

Falling Tower

Hella-Swag

ImageNet

LMB

LongBench

M-NIAH

MathVista

MedMCQA

MedQA

MMLU-Medical

MMSU

Modular Arithmetic

Parity

PittAds

RealWorldQA

StimuliQA

TVQA

VisWiz

VQA-v2

VTAB1k

What's Up

AG News

ARC-Gen

Belebele

BIG-bench (Logical Sequence)

CANDLE500

Causal-VidQA

CB

CLE

CLEVR

CLEVR-Ref

COCO_one

COCO_two

COMMON2SENSE

Commonsense-170K

Controlled_A

Controlled_B

cross-event dataset

CulturalBench

Deductive Reasoning

DocMSU-PLUS

e-SNLI-VE

EgoToM

EmbSpatial

EmoSet

Emotion6

Geographical QA

GlobalCultureQA

HelaS

HellaS

Math10K

MCNC public dataset

MIntRec2.0

MMBench-DEV

MME-CoT

MME-RealWorld-Lite

MMLU-ST

MMMLU

Multi-Illumination Event-Instruction Benchmark

Natural Questions

OCRBench

Oogiri-GO

OpenToM

Physical IQA

PLASMA

POPE-adversarial

RefCOCOg

ScienceQA-IMG

SEED-Image

SpatialBench

SpatialMQA

SpinBench

SQA-IMG

SQuAD-C

SSRBENCH

SuperGLUE

TabMWP

TODAY

V-Star

VG_one

VG_two

Visual Commonsense Reasoning

VRUBench

WebEmo

Winoground

2WikiMQA

ACE

ACL

AI

AI2D

algopuzzlevqa

ARC_eu

AST

ATIS

Banking77

BasqueGLUE

benchmarks

Bird

BL2MP

C-Eval

Camera

Car

ChartBench

CharXiv

CIFAR100

CLadder 1.5

CLINC150

ClothoAQA

CNN/DM

COCOSPATIAL

CODAH

Colored Objects

COMFORT VI

COMFORT#

CommonsenseQA 2.0

CosmosReason1-Bench

CREHate

CRPE

CSQA→OBQA

CSQA→QASC

CTRC

CUBS

CulturalVQA

CultureAtlas

DICE-D

Dog

DTD

e-SNLI

EgoPlanBench2

EuroSAT

EusExams

EusProficiency

EusReading

EusTrivia

EvoChart

FBT

FCMR

FGVC

Flower

fr-grammar

fr-vocab

FRT

GSM8K-Rev

GTSRB

Hallusion Bench

HellaSwag_eu

HEval.

HID-Chart

HR-4K

HR-8K

HRBENCH

HT

IEMOCAP

IEMOCAP-DA

IFEval

IFVL.

ImageNet-1k

INCLUDE

InfoSeek

LLaVA-Bench (In-the-Wild)

Logical Deduction

LRA

MaQA.

MatchIntel

MathQA

MathVision

MCNC original dataset

MELD-DA

MIntRec

MM-Bench

MM-Vet

MMAU

MMBench-Chinese

MMBench-EN

MMLU_eu

MMMU-Pro

MMSI

MMVet

MMVP

MUIR

Multi-domain Deductive Reasoning

Multimodal-RewardBench

MultiNews

MVBench

MyVLM

NIAH-MK

NIAH-MQ

NS

NuScenes-MQA

NuScenes-QA

OBQA→CSQA

OK-VQA

OpenQA

Penguin

PerVA

Phone

PhyCritic-Bench

PHYSICLEAR

PlotQA

PST

PsychGenerator

PubMed

QASC→CSQA

QASC→OBQA

Qasper

QuaRel

QuaRTz

Recipe-MPR

RefCOCO

RefCOCO+

RESISC45

Restaurant

Reverse Curse

RS

RULER-CWE

RULER-Hotpot

Ruozhiba

S-Cifar10

S-Cifar100

S-NIAH

ScienceVQA

SCT

SD

SD-QA

SEED-Bench

SEEDBENCH2PLUS

SemEval 2020

SemEval 2021

SIT

SNIPS

Social-IQ

SSC

SST

StanfordCars

SUN397

SVHN

TallyQA

TreeBench

TruthfulQA 1

TruthfulQA 2

TVK

ULogic

UniVaR

UOT

V*

VCR (Q-A) dev

VCR (Q-A) test

VCR (Q-AR) dev

VCR (Q-AR) test

VCR (QA-R) dev

VCR (QA-R) test

Video-MME

VL-RewardBench

VLM2

VQA^T

VQAT

VRef

VSI

VTAB

VTAB-1k

VTK

Winogrande_eu

WSC273

X-StoryCloze

Yo'LLaVA