---
id: "/tags/modality-evals-image-video-speech/"
title: "Modality Evals Image Video Speech"
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url: "https://skillissue.dev/tags/modality-evals-image-video-speech/"
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---

# Modality Evals Image Video Speech

[Beginner](/levels/beginner/index.md) [Intermediate](/levels/intermediate/index.md) [Advanced](/levels/advanced/index.md) [Expert](/levels/expert/index.md)

87 resources · page 1 of 3

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### [3D Arena (HF Space)](/evaluation/benchmarks-and-leaderboards/3d-arena-hf-space/index.md)

Creator not supplied; see original source.

3D Arena Space: voting arena and leaderboard for AI-generated 3D models.

Not applicable (entity) · unknown · unknown resource · en 

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### [3DGen-Arena (3DTopia)](/evaluation/benchmarks-and-leaderboards/3dgen-arena-3dtopia/index.md)

Creator not supplied; see original source.

3DTopia 3DGen-Arena Space: arena comparing open-source text- and image-to-3D generation models.

Not applicable (entity) · unknown · unknown resource · en 

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### [ActivityNet](/evaluation/benchmarks-and-leaderboards/activitynet/index.md)

Creator not supplied; see original source.

ActivityNet GitHub repo: tools and evaluation code for the ActivityNet human activity benchmark.

Not applicable (entity) · unknown · unknown resource · en 

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### [Artificial Analysis ASR leaderboard](/evaluation/benchmarks-and-leaderboards/artificial-analysis-asr-leaderboard/index.md)

Creator not supplied; see original source.

Artificial Analysis leaderboard for non-streaming speech-to-text, comparing word error rate, processing speed and price per model.

Not applicable (entity) · unknown · unknown resource · en 

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### [Artificial Analysis Image Arena](/evaluation/benchmarks-and-leaderboards/artificial-analysis-image-arena/index.md)

Creator not supplied; see original source.

Artificial Analysis Image Arena: blind-vote rankings of text-to-image and image editing models.

Not applicable (entity) · unknown · unknown resource · en 

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### [Artificial Analysis Image Editing Leaderboard](/evaluation/benchmarks-and-leaderboards/artificial-analysis-image-editing-leaderboard/index.md)

Creator not supplied; see original source.

Artificial Analysis image editing leaderboard: blind-vote rankings of image editing models with speed and price.

Not applicable (entity) · unknown · unknown resource · en 

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### [Artificial Analysis speech arena](/evaluation/benchmarks-and-leaderboards/artificial-analysis-speech-arena/index.md)

Creator not supplied; see original source.

Artificial Analysis Speech Arena: blind human votes between paired text-to-speech samples to rank voice models.

Not applicable (entity) · unknown · unknown resource · en 

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### [Artificial Analysis Text to Speech Leaderboard](/evaluation/benchmarks-and-leaderboards/artificial-analysis-speech-arena-tts/index.md)

Creator not supplied; see original source.

Artificial Analysis text-to-speech leaderboard: Elo rankings of speech models from blind pairwise votes.

Not applicable (entity) · unknown · unknown resource · en 

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### [Artificial Analysis Speech to Text Leaderboard](/evaluation/benchmarks-and-leaderboards/artificial-analysis-speech-to-text-aa-wer-v2/index.md)

Creator not supplied; see original source.

Artificial Analysis speech-to-text leaderboard ranking ASR models by word error rate, speed and price.

Not applicable (entity) · unknown · unknown resource · en 

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### [Artificial Analysis text-to-image arena](/evaluation/benchmarks-and-leaderboards/artificial-analysis-text-to-image-arena/index.md)

Creator not supplied; see original source.

Artificial Analysis text-to-image arena where users vote between anonymous image outputs to rank models.

Not applicable (entity) · unknown · unknown resource · en 

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### [Artificial Analysis Text-to-Image Leaderboard](/evaluation/benchmarks-and-leaderboards/artificial-analysis-text-to-image-leaderboard/index.md)

Creator not supplied; see original source.

Artificial Analysis text-to-image leaderboard: blind-vote rankings of image models with generation speed and price.

Not applicable (entity) · unknown · unknown resource · en 

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### [Artificial Analysis TTS leaderboard](/evaluation/benchmarks-and-leaderboards/artificial-analysis-tts-leaderboard/index.md)

Creator not supplied; see original source.

Artificial Analysis text-to-speech leaderboard comparing voice quality preference, speed and price of speech generation models.

Not applicable (entity) · unknown · unknown resource · en 

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### [Artificial Analysis video arena](/evaluation/benchmarks-and-leaderboards/artificial-analysis-video-arena/index.md)

Creator not supplied; see original source.

Artificial Analysis Video Arena: blind-vote rankings of AI video generation models.

Not applicable (entity) · unknown · unknown resource · und 

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### [AudioBench](/evaluation/benchmarks-and-leaderboards/audiobench/index.md)

Creator not supplied; see original source.

AudioBench GitHub repo: benchmark toolkit for evaluating audio large language models across speech and audio tasks.

Not applicable (entity) · unknown · unknown resource · en 

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### [Audiobox Aesthetics](/evaluation/benchmarks-and-leaderboards/audiobox-aesthetics/index.md)

Creator not supplied; see original source.

Meta audiobox-aesthetics GitHub repo: automatic quality assessment models for speech, music and sound.

Not applicable (entity) · unknown · unknown resource · en 

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### [BLINK](/evaluation/benchmarks-and-leaderboards/blink/index.md)

Creator not supplied; see original source.

BLINK project page: benchmark of visual perception tasks that multimodal LLMs find hard, such as depth and correspondence.

Not applicable (entity) · unknown · unknown resource · en 

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### [ChartQA](/evaluation/benchmarks-and-leaderboards/chartqa/index.md)

Creator not supplied; see original source.

ChartQA GitHub repo: benchmark for question answering over charts.

Not applicable (entity) · unknown · unknown resource · en 

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### [CIFAR-10 and CIFAR-100](/evaluation/benchmarks-and-leaderboards/cifar-10-and-cifar-100/index.md)

Creator not supplied; see original source.

Creator-hosted page for the CIFAR-10 and CIFAR-100 image classification datasets, with download links and format details.

Not applicable (entity) · unknown · unknown resource · en 

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### [DocVQA](/evaluation/benchmarks-and-leaderboards/docvqa/index.md)

Creator not supplied; see original source.

DocVQA site: document visual question answering challenges and datasets built from real document images.

Not applicable (entity) · unknown · unknown resource · en 

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### [DPG-Bench (TencentQQGYLab/ELLA)](/evaluation/benchmarks-and-leaderboards/dpg-bench/index.md)

Creator not supplied; see original source.

TencentQQGYLab ELLA GitHub repo: LLM-equipped diffusion models and the DPG-Bench dense prompt benchmark.

Not applicable (entity) · unknown · unknown resource · en 

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### [DreamBench++](/evaluation/benchmarks-and-leaderboards/dreambench/index.md)

Creator not supplied; see original source.

DreamBench++ project page: a human-aligned benchmark for personalised, subject-driven image generation.

Not applicable (entity) · unknown · unknown resource · en 

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### [EditBench](/evaluation/benchmarks-and-leaderboards/editbench/index.md)

Creator not supplied; see original source.

Google Research page for Imagen Editor and EditBench, a benchmark for text-guided image inpainting with human evaluation.

Not applicable (entity) · unknown · unknown resource · en 

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### [EgoSchema](/evaluation/benchmarks-and-leaderboards/egoschema/index.md)

Creator not supplied; see original source.

EgoSchema site: long-form egocentric video question answering for testing long-range video understanding.

Not applicable (entity) · unknown · unknown resource · en 

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### [encodechka](/evaluation/benchmarks-and-leaderboards/encodechka/index.md)

Creator not supplied; see original source.

encodechka GitHub repo: benchmark of Russian sentence encoders across tasks, with a results table.

Not applicable (entity) · unknown · unknown resource · en 

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### [EvalCrafter](/evaluation/benchmarks-and-leaderboards/evalcrafter/index.md)

Creator not supplied; see original source.

EvalCrafter project page: a framework for evaluating text-to-video models with automatic metrics and human ratings.

Not applicable (entity) · unknown · unknown resource · en 

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### [GEdit-Bench (StepFun Step1X-Edit)](/evaluation/benchmarks-and-leaderboards/gedit-bench-stepfun-step1x-edit/index.md)

Creator not supplied; see original source.

StepFun Step1X-Edit GitHub repo: open image-editing model whose release includes GEdit-Bench, a benchmark of real-world editing requests.

Not applicable (entity) · unknown · unknown resource · en 

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### [GenAI-Arena (TIGER Lab)](/evaluation/benchmarks-and-leaderboards/genai-arena-tiger-lab/index.md)

Creator not supplied; see original source.

TIGER Lab GenAI-Arena Space: academic arena voting between generative image, editing and video models.

Not applicable (entity) · unknown · unknown resource · en 

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### [GenEval](/evaluation/benchmarks-and-leaderboards/geneval/index.md)

Creator not supplied; see original source.

GenEval GitHub repo: object-focused framework for evaluating text-to-image alignment.

Not applicable (entity) · unknown · unknown resource · en 

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### [GQA](/evaluation/benchmarks-and-leaderboards/gqa/index.md)

Creator not supplied; see original source.

GQA dataset site: real-image visual question answering with scene graphs for testing compositional reasoning.

Not applicable (entity) · unknown · unknown resource · en 

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### [HEAR](/evaluation/benchmarks-and-leaderboards/hear/index.md)

Creator not supplied; see original source.

HEAR benchmark site: holistic evaluation of audio representations across speech, music and environmental sound tasks.

Not applicable (entity) · unknown · unknown resource · en 

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### [HEIM](/evaluation/benchmarks-and-leaderboards/heim/index.md)

Creator not supplied; see original source.

Stanford CRFM HEIM: holistic evaluation of text-to-image models on quality, alignment, bias and other dimensions.

Not applicable (entity) · unknown · unknown resource · en 

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### [ImageReward](/evaluation/benchmarks-and-leaderboards/imagereward/index.md)

Creator not supplied; see original source.

ImageReward GitHub repo (NeurIPS 2023): human preference reward model and data for text-to-image evaluation.

Not applicable (entity) · unknown · unknown resource · en 

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