Copertina

SurgXBench: Explainable Vision-Language Model Benchmark for Surgery

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Cheng, Jiajun, Zhao, Xianwu, Liu, Sainan, Yu, Xiaofan, Prakash, Ravi, Codd, Patrick J., Katz, Jonathan Elliott, Lin, Shan
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Computer Vision and Pattern Recognition
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

TrajPred: Trajectory-Conditioned Joint Embedding Prediction for Surgical Instrument-Tissue Interaction Recognition in Vision-Language Models
di: Cheng, Jiajun, et al.
Pubblicazione: (2026)

XBench: A Comprehensive Benchmark for Visual-Language Explanations in Chest Radiography
di: Luo, Haozhe, et al.
Pubblicazione: (2025)

FaceXBench: Evaluating Multimodal LLMs on Face Understanding
di: Narayan, Kartik, et al.
Pubblicazione: (2025)

Bridging Vision and Language for Robust Context-Aware Surgical Point Tracking: The VL-SurgPT Dataset and Benchmark
di: Zhou, Rulin, et al.
Pubblicazione: (2025)

SurgVLM: A Large Vision-Language Model and Systematic Evaluation Benchmark for Surgical Intelligence
di: Zeng, Zhitao, et al.
Pubblicazione: (2025)

PalpAid: Multimodal Pneumatic Tactile Sensor for Tissue Palpation
di: Yuliarti, Devi, et al.
Pubblicazione: (2025)

GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset
di: Nasirihaghighi, Sahar, et al.
Pubblicazione: (2025)

SurgX: Neuron-Concept Association for Explainable Surgical Phase Recognition
di: Kim, Ka Young, et al.
Pubblicazione: (2025)

Tokensome: Towards a Genetic Vision-Language GPT for Explainable and Cognitive Karyotyping
di: Zhang, Haoxi, et al.
Pubblicazione: (2024)

GroundedSurg: A Multi-Procedure Benchmark for Language-Conditioned Surgical Tool Segmentation
di: Ashraf, Tajamul, et al.
Pubblicazione: (2026)

BAA-NGP: Bundle-Adjusting Accelerated Neural Graphics Primitives
di: Liu, Sainan, et al.
Pubblicazione: (2023)

SurgCheck: Do Vision-Language Models Really Look at Images in Surgical VQA?
di: Shin, Jongmin, et al.
Pubblicazione: (2026)

SurgLaVi: Large-Scale Hierarchical Dataset for Surgical Vision-Language Representation Learning
di: Perez, Alejandra, et al.
Pubblicazione: (2025)

Computer Vision for Increased Operative Efficiency via Identification of Instruments in the Neurosurgical Operating Room: A Proof-of-Concept Study
di: Zachem, Tanner J., et al.
Pubblicazione: (2023)

SurgCalib: Gaussian Splatting-Based Hand-Eye Calibration for Robot-Assisted Minimally Invasive Surgery
di: Wu, Zijian, et al.
Pubblicazione: (2026)

Sampling-Based Model Predictive Control for Volumetric Ablation in Robotic Laser Surgery
di: Wang, Vincent Y., et al.
Pubblicazione: (2024)

EVLF-FM: Explainable Vision Language Foundation Model for Medicine
di: Bai, Yang, et al.
Pubblicazione: (2025)

SurgMLLMBench: A Multimodal Large Language Model Benchmark Dataset for Surgical Scene Understanding
di: Choi, Tae-Min, et al.
Pubblicazione: (2025)

VLNVerse: A Benchmark for Vision-Language Navigation with Versatile, Embodied, Realistic Simulation and Evaluation
di: Lin, Sihao, et al.
Pubblicazione: (2025)

Large Vision-Language Model Alignment and Misalignment: A Survey Through the Lens of Explainability
di: Shu, Dong, et al.
Pubblicazione: (2025)

SurgBox: Agent-Driven Operating Room Sandbox with Surgery Copilot
di: Wu, Jinlin, et al.
Pubblicazione: (2024)

Meta-Adapter: An Online Few-shot Learner for Vision-Language Model
di: Cheng, Cheng, et al.
Pubblicazione: (2023)

Towards End-to-End Explainable Facial Action Unit Recognition via Vision-Language Joint Learning
di: Ge, Xuri, et al.
Pubblicazione: (2024)

debiaSAE: Benchmarking and Mitigating Vision-Language Model Bias
di: Sasse, Kuleen, et al.
Pubblicazione: (2024)

BASED: Bundle-Adjusting Surgical Endoscopic Dynamic Video Reconstruction using Neural Radiance Fields
di: Saha, Shreya, et al.
Pubblicazione: (2023)

LitXBench: A Benchmark for Extracting Experiments from Scientific Literature
di: Chong, Curtis, et al.
Pubblicazione: (2026)

On the Explainability of Vision-Language Models in Art History
di: Schneider, Stefanie
Pubblicazione: (2026)

SurgRIPE challenge: Benchmark of Surgical Robot Instrument Pose Estimation
di: Xu, Haozheng, et al.
Pubblicazione: (2025)

LLMC+: Benchmarking Vision-Language Model Compression with a Plug-and-play Toolkit
di: Lv, Chengtao, et al.
Pubblicazione: (2025)

Steering Vision-Language Pre-trained Models for Incremental Face Presentation Attack Detection
di: Li, Haoze, et al.
Pubblicazione: (2025)

MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly
di: Wang, Zhaowei, et al.
Pubblicazione: (2025)

SurgWound-Bench: A Benchmark for Surgical Wound Diagnosis
di: Xu, Jiahao, et al.
Pubblicazione: (2025)

SkinGEN: an Explainable Dermatology Diagnosis-to-Generation Framework with Interactive Vision-Language Models
di: Lin, Bo, et al.
Pubblicazione: (2024)

Unlocking the Capabilities of Large Vision-Language Models for Generalizable and Explainable Deepfake Detection
di: Yu, Peipeng, et al.
Pubblicazione: (2025)

X-Driver: Explainable Autonomous Driving with Vision-Language Models
di: Liu, Wei, et al.
Pubblicazione: (2025)

Measuring the Measurers: Quality Evaluation of Hallucination Benchmarks for Large Vision-Language Models
di: Yan, Bei, et al.
Pubblicazione: (2024)

OMIBench: Benchmarking Olympiad-Level Multi-Image Reasoning in Large Vision-Language Model
di: Chen, Qiguang, et al.
Pubblicazione: (2026)

Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025
di: Zia, Aneeq, et al.
Pubblicazione: (2023)

Ivy-Fake: A Unified Explainable Framework and Benchmark for Image and Video AIGC Detection
di: Jiang, Changjiang, et al.
Pubblicazione: (2025)

Unbalanced Fingerprint Classification for Hybrid Fingerprint Orientation Maps
di: Prakash, Ravi, et al.
Pubblicazione: (2024)