Cover Image

Is Nano Banana Pro a Low-Level Vision All-Rounder? A Comprehensive Evaluation on 14 Tasks and 40 Datasets

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zuo, Jialong, Deng, Haoyou, Zhou, Hanyu, Zhu, Jiaxin, Zhang, Yicheng, Zhang, Yiwei, Yan, Yongxin, Huang, Kaixing, Chen, Weisen, Deng, Yongtai, Jin, Rui, Sang, Nong, Gao, Changxin
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

VideoLucy: Deep Memory Backtracking for Long Video Understanding
by: Zuo, Jialong, et al.
Published: (2025)

ReID5o: Achieving Omni Multi-modal Person Re-identification in a Single Model
by: Zuo, Jialong, et al.
Published: (2025)

DenseGRPO: From Sparse to Dense Reward for Flow Matching Model Alignment
by: Deng, Haoyou, et al.
Published: (2026)

Partial Forward Blocking: A Novel Data Pruning Paradigm for Lossless Training Acceleration
by: Wu, Dongyue, et al.
Published: (2025)

Cross-video Identity Correlating for Person Re-identification Pre-training
by: Zuo, Jialong, et al.
Published: (2024)

PLIP: Language-Image Pre-training for Person Representation Learning
by: Zuo, Jialong, et al.
Published: (2023)

UFineBench: Towards Text-based Person Retrieval with Ultra-fine Granularity
by: Zuo, Jialong, et al.
Published: (2023)

Learning Unpaired Image Dehazing with Physics-based Rehazy Generation
by: Deng, Haoyou, et al.
Published: (2025)

Learning to Tell Apart: Weakly Supervised Video Anomaly Detection via Disentangled Semantic Alignment
by: Yin, Wenti, et al.
Published: (2025)

HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation
by: Zhang, Huaxin, et al.
Published: (2023)

Spatial Cascaded Clustering and Weighted Memory for Unsupervised Person Re-identification
by: Hong, Jiahao, et al.
Published: (2024)

High-resolution Photo Enhancement in Real-time: A Laplacian Pyramid Network
by: Zhang, Feng, et al.
Published: (2025)

Holmes-VAU: Towards Long-term Video Anomaly Understanding at Any Granularity
by: Zhang, Huaxin, et al.
Published: (2024)

Holmes-VAD: Towards Unbiased and Explainable Video Anomaly Detection via Multi-modal LLM
by: Zhang, Huaxin, et al.
Published: (2024)

Banana100: Breaking NR-IQA Metrics by 100 Iterative Image Replications with Nano Banana Pro
by: Tang, Kenan, et al.
Published: (2026)

Pruning All-Rounder: Rethinking and Improving Inference Efficiency for Large Vision Language Models
by: Suo, Wei, et al.
Published: (2024)

REPAIR: Rank Correlation and Noisy Pair Half-replacing with Memory for Noisy Correspondence
by: Zheng, Ruochen, et al.
Published: (2024)

DFIMat: Decoupled Flexible Interactive Matting in Multi-Person Scenarios
by: Jiao, Siyi, et al.
Published: (2024)

Object-Aware Video Matting with Cross-Frame Guidance
by: Zhang, Huayu, et al.
Published: (2025)

Cohn--Vossen-Type Inequalities for Three-Manifolds and Locally Conformally Flat Manifolds
by: Deng, Jialong
Published: (2026)

Scalar Curvature in Dimension 4
by: Deng, Jialong
Published: (2025)

OmniClone: Engineering a Robust, All-Rounder Whole-Body Humanoid Teleoperation System
by: Li, Yixuan, et al.
Published: (2026)

Structural Pruning via Spatial-aware Information Redundancy for Semantic Segmentation
by: Wu, Dongyue, et al.
Published: (2024)

An All‐Rounder for NIR‐II Phototheranostics: Well‐Tailored 1064 nm‐Excitable Molecule for Photothermal Combating of Orthotopic Breast Cancer
by: Dingyuan Yan, et al.
Published: (2024)

An All‐Rounder for NIR‐II Phototheranostics: Well‐Tailored 1064 nm‐Excitable Molecule for Photothermal Combating of Orthotopic Breast Cancer
by: Dingyuan Yan, et al.
Published: (2024)

CLIP-guided Prototype Modulating for Few-shot Action Recognition
by: Wang, Xiang, et al.
Published: (2023)

UniAnimate-DiT: Human Image Animation with Large-Scale Video Diffusion Transformer
by: Wang, Xiang, et al.
Published: (2025)

Discovering Expert-Level Nash Equilibrium Algorithms with Large Language Models
by: Li, Hanyu, et al.
Published: (2025)

The Enumerative Geometry and Arithmetic of Banana Nano-Manifolds
by: Bryan, Jim, et al.
Published: (2024)

Lookup Table meets Local Laplacian Filter: Pyramid Reconstruction Network for Tone Mapping
by: Zhang, Feng, et al.
Published: (2023)

SCTNet: Single-Branch CNN with Transformer Semantic Information for Real-Time Segmentation
by: Xu, Zhengze, et al.
Published: (2023)

Open-Vocabulary Semantic Segmentation with Image Embedding Balancing
by: Shan, Xiangheng, et al.
Published: (2024)

Adaptive Prototype Replay for Class Incremental Semantic Segmentation
by: Zhu, Guilin, et al.
Published: (2024)

UniAnimate: Taming Unified Video Diffusion Models for Consistent Human Image Animation
by: Wang, Xiang, et al.
Published: (2024)

Taming Consistency Distillation for Accelerated Human Image Animation
by: Wang, Xiang, et al.
Published: (2025)

MP-Mat: A 3D-and-Instance-Aware Human Matting and Editing Framework with Multiplane Representation
by: Jiao, Siyi, et al.
Published: (2025)

A Safety Report on GPT-5.2, Gemini 3 Pro, Qwen3-VL, Grok 4.1 Fast, Nano Banana Pro, and Seedream 4.5
by: Ma, Xingjun, et al.
Published: (2026)

Reward Guidance for Reinforcement Learning Tasks Based on Large Language Models: The LMGT Framework
by: Deng, Yongxin, et al.
Published: (2024)

Decomposition of general grain boundaries
by: Wan, Wei, et al.
Published: (2025)

Will AI Trade? A Computational Inversion of the No-Trade Theorem
by: Li, Hanyu, et al.
Published: (2025)