ML Research Wiki / Benchmarks / Event-based Object Segmentation / RGBE-SEG

RGBE-SEG

Event-based Object Segmentation Benchmark

Performance Over Time

📊 Showing 7 results | 📏 Metric: mIoU

Top Performing Models

Rank Model Paper mIoU Date Code
1 EventSAM Segment Any Events via Weighted Adaptation of Pivotal Tokens 0.41 2023-12-24 📦 happychenpipi/eventsam
2 E2VID High Speed and High Dynamic Range Video with an Event Camera 0.32 2019-06-15 📦 uzh-rpg/rpg_e2vid
3 NGA Learning to Exploit Multiple Vision Modalities by Using Grafted Networks 0.30 2020-03-24 -
4 DTL Dual Transfer Learning for Event-based End-task Prediction via Pluggable Event to Image Translation 0.29 2021-09-04 📦 addisonwang2013/dtl
5 ESS ESS: Learning Event-based Semantic Segmentation from Still Images 0.28 2022-03-18 📦 uzh-rpg/ess
6 Evdistill EvDistill: Asynchronous Events to End-task Learning via Bidirectional Reconstruction-guided Cross-modal Knowledge Distillation 0.27 2021-11-24 📦 addisonwang2013/evdistill
7 SAM Segment Anything 0.26 2023-04-05 📦 huggingface/transformers 📦 facebookresearch/segment-anything 📦 IDEA-Research/Grounded-Segment-Anything

All Papers (7)