SOTAVerified

Video Segmentation

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–150 of 388 papers

TitleStatusHype
Physarum Powered Differentiable Linear Programming Layers and ApplicationsCode1
TapLab: A Fast Framework for Semantic Video Segmentation Tapping into Compressed-Domain KnowledgeCode1
Efficient Semantic Video Segmentation with Per-frame InferenceCode1
Zero-Shot Video Object Segmentation via Attentive Graph Neural NetworksCode1
Separable Convolutional LSTMs for Faster Video SegmentationCode1
Semantic Segmentation of Video Sequences with Convolutional LSTMsCode1
YouTube-VOS: Sequence-to-Sequence Video Object SegmentationCode1
Actor and Action Video Segmentation from a SentenceCode1
One-Shot Video Object SegmentationCode1
Memory-Augmented SAM2 for Training-Free Surgical Video Segmentation—0
MUVOD: A Novel Multi-view Video Object Segmentation Dataset and A Benchmark for 3D Segmentation—0
CogGen: A Learner-Centered Generative AI Architecture for Intelligent Tutoring with Programming Video—0
Leader360V: The Large-scale, Real-world 360 Video Dataset for Multi-task Learning in Diverse Environment—0
A Comprehensive Survey on Video Scene Parsing:Advances, Challenges, and Prospects—0
Q-SAM2: Accurate Quantization for Segment Anything Model 2—0
OmniFall: A Unified Staged-to-Wild Benchmark for Human Fall DetectionCode0
ThinkVideo: High-Quality Reasoning Video Segmentation with Chain of ThoughtsCode0
FlowCut: Unsupervised Video Instance Segmentation via Temporal Mask Matching—0
VolE: A Point-cloud Framework for Food 3D Reconstruction and Volume Estimation—0
PVUW 2025 Challenge Report: Advances in Pixel-level Understanding of Complex Videos in the Wild—0
Comparative Analysis of Image, Video, and Audio Classifiers for Automated News Video Segmentation—0
Online Reasoning Video Segmentation with Just-in-Time Digital Twins—0
Reducing Annotation Burden: Exploiting Image Knowledge for Few-Shot Medical Video Object Segmentation via Spatiotemporal Consistency RelearningCode0
Leveraging Vision-Language Models for Open-Vocabulary Instance Segmentation and TrackingCode0
SAM2 for Image and Video Segmentation: A Comprehensive Survey—0
Open-World Skill Discovery from Unsegmented Demonstrations—0
OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation—0
Rethinking Few-Shot Medical Image Segmentation by SAM2: A Training-Free Framework with Augmentative Prompting and Dynamic Matching—0
Parameter-free Video Segmentation for Vision and Language Understanding—0
An Analysis of Data Transformation Effects on Segment Anything 2—0
Deep learning approaches to surgical video segmentation and object detection: A Scoping Review—0
Pointmap Association and Piecewise-Plane Constraint for Consistent and Compact 3D Gaussian Segmentation Field—0
Role of the Pretraining and the Adaptation data sizes for low-resource real-time MRI video segmentation—0
Efficient Portrait Matte Creation With Layer Diffusion and Connectivity Priors—0
Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video SegmentationCode0
Static Segmentation by Tracking: A Frustratingly Label-Efficient Approach to Fine-Grained Segmentation—0
Segment Anything Model for Zero-shot Single Particle Tracking in Liquid Phase Transmission Electron MicroscopyCode0
EntitySAM: Segment Everything in Video—0
VideoGLaMM : A Large Multimodal Model for Pixel-Level Visual Grounding in Videos—0
Decoupled Motion Expression Video Segmentation—0
Is Segment Anything Model 2 All You Need for Surgery Video Segmentation? A Systematic Evaluation—0
Generative Video Propagation—0
When SAM2 Meets Video Shadow and Mirror DetectionCode0
Collaborative Hybrid Propagator for Temporal Misalignment in Audio-Visual Segmentation—0
RoMo: Robust Motion Segmentation Improves Structure from Motion—0
Geometric Algebra Planes: Convex Implicit Neural Volumes—0
Motion-Grounded Video Reasoning: Understanding and Perceiving Motion at Pixel Level—0
Zero-shot capability of SAM-family models for bone segmentation in CT scans—0
MSEG-VCUQ: Multimodal SEGmentation with Enhanced Vision Foundation Models, Convolutional Neural Networks, and Uncertainty Quantification for High-Speed Video Phase Detection DataCode0
GaussianCut: Interactive segmentation via graph cut for 3D Gaussian Splatting—0
Show:102550
← PrevPage 3 of 8Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GDHFAccuracy86.86—Unverified