Cover Image

FullFront: Benchmarking MLLMs Across the Full Front-End Engineering Workflow

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Sun, Haoyu, Wang, Huichen Will, Gu, Jiawei, Li, Linjie, Cheng, Yu
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark
by: Hao, Yunzhuo, et al.
Published: (2025)

Design2Code: Benchmarking Multimodal Code Generation for Automated Front-End Engineering
by: Si, Chenglei, et al.
Published: (2024)

Multi-Task Learning for Front-End Text Processing in TTS
by: Kang, Wonjune, et al.
Published: (2024)

AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning
by: Song, Mingyang, et al.
Published: (2026)

FLEXI: Benchmarking Full-duplex Human-LLM Speech Interaction
by: Ge, Yuan, et al.
Published: (2025)

FronTalk: Benchmarking Front-End Development as Conversational Code Generation with Multi-Modal Feedback
by: Wu, Xueqing, et al.
Published: (2025)

Affordance Benchmark for MLLMs
by: Wang, Junying, et al.
Published: (2025)

Full-Duplex-Bench: A Benchmark to Evaluate Full-duplex Spoken Dialogue Models on Turn-taking Capabilities
by: Lin, Guan-Ting, et al.
Published: (2025)

WAFFLE: Finetuning Multi-Modal Models for Automated Front-End Development
by: Liang, Shanchao, et al.
Published: (2024)

FD-Bench: A Full-Duplex Benchmarking Pipeline Designed for Full Duplex Spoken Dialogue Systems
by: Peng, Yizhou, et al.
Published: (2025)

GutenOCR: A Grounded Vision-Language Front-End for Documents
by: Heidenreich, Hunter, et al.
Published: (2026)

Chain-of-Thought Reasoning in Streaming Full-Duplex End-to-End Spoken Dialogue Systems
by: Arora, Siddhant, et al.
Published: (2025)

Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language Models
by: Liu, Wenhan, et al.
Published: (2024)

DAComp: Benchmarking Data Agents across the Full Data Intelligence Lifecycle
by: Lei, Fangyu, et al.
Published: (2025)

Multiple-Debias: A Full-process Debiasing Method for Multilingual Pre-trained Language Models
by: Liang, Haoyu, et al.
Published: (2026)

CO2: Efficient Distributed Training with Full Communication-Computation Overlap
by: Sun, Weigao, et al.
Published: (2024)

STAGE: A Full-Screenplay Benchmark for Reasoning over Evolving Storie
by: Tian, Qiuyu, et al.
Published: (2026)

PluriHarms: Benchmarking the Full Spectrum of Human Judgments on AI Harm
by: Li, Jing-Jing, et al.
Published: (2026)

Redundancy Principles for MLLMs Benchmarks
by: Zhang, Zicheng, et al.
Published: (2025)

AutoJudger: An Agent-Driven Framework for Efficient Benchmarking of MLLMs
by: Ding, Xuanwen, et al.
Published: (2025)

SpatialViz-Bench: A Cognitively-Grounded Benchmark for Diagnosing Spatial Visualization in MLLMs
by: Wang, Siting, et al.
Published: (2025)

CameraBench: Benchmarking Visual Reasoning in MLLMs via Photography
by: Fang, I-Sheng, et al.
Published: (2025)

AMBER: An LLM-free Multi-dimensional Benchmark for MLLMs Hallucination Evaluation
by: Wang, Junyang, et al.
Published: (2023)

QFT: Quantized Full-parameter Tuning of LLMs with Affordable Resources
by: Li, Zhikai, et al.
Published: (2023)

Teaching Thinking Models to Reason with Tools: A Full-Pipeline Recipe for Tool-Integrated Reasoning
by: Cheng, Qianjia, et al.
Published: (2026)

Full-Duplex-Bench-v3: Benchmarking Tool Use for Full-Duplex Voice Agents Under Real-World Disfluency
by: Lin, Guan-Ting, et al.
Published: (2026)

Are Full Rollouts Necessary for On-Policy Distillation?
by: Zhang, Yaocheng, et al.
Published: (2026)

Enhanced ASR Robustness to Packet Loss with a Front-End Adaptation Network
by: Dissen, Yehoshua, et al.
Published: (2024)

Automated Generation of Research Workflows from Academic Papers: A Full-text Mining Framework
by: Zhang, Heng, et al.
Published: (2025)

Full Attention Strikes Back: Transferring Full Attention into Sparse within Hundred Training Steps
by: Zhou, Yanke, et al.
Published: (2026)

EduResearchBench: A Hierarchical Atomic Task Decomposition Benchmark for Full-Lifecycle Educational Research
by: Yue, Houping, et al.
Published: (2026)

PatRe: A Full-Stage Office Action and Rebuttal Generation Benchmark for Patent Examination
by: Wang, Qiyao, et al.
Published: (2026)

MileBench: Benchmarking MLLMs in Long Context
by: Song, Dingjie, et al.
Published: (2024)

Robot Detection System 1: Front-Following
by: Lin, Jinwei
Published: (2024)

MathOPEval: A Fine-grained Evaluation Benchmark for Visual Operations of MLLMs in Mathematical Reasoning
by: Li, Xiaoyuan, et al.
Published: (2025)

SPECTRA: Revealing the Full Spectrum of User Preferences via Distributional LLM Inference
by: Zhang, Luyang, et al.
Published: (2025)

SSA: Sparse Sparse Attention by Aligning Full and Sparse Attention Outputs in Feature Space
by: Shen, Zhenyi, et al.
Published: (2025)

Do MLLMs Really Understand the Charts?
by: Zhang, Xiao, et al.
Published: (2025)

Machine Translation Evaluation Benchmark for Wu Chinese: Workflow and Analysis
by: Yu, Hongjian, et al.
Published: (2024)

Causal Front-Door Adjustment for Robust Jailbreak Attacks on LLMs
by: Zhou, Yao, et al.
Published: (2026)