FlowIt: Global Matching via Hierarchical Transformers and Optimal Transport for Optical Flow

Benchmark Model Rank Results
optical-flow-estimation-on-kitti-2015FlowIt (L)–Fl-all: 3.81Fl-fg: 5.08
optical-flow-estimation-on-kitti-2015FlowIt (M)–Fl-all: 4.41Fl-fg: 5.43
optical-flow-estimation-on-kitti-2015FlowIt (S)–Fl-all: 4.50Fl-fg: 5.45
optical-flow-estimation-on-kitti-2015FlowIt (XL)–Fl-all: 3.59Fl-fg: 5.09
optical-flow-estimation-on-sintel-cleanFlowIt (L)–Average End-Point Error: 0.91
optical-flow-estimation-on-sintel-cleanFlowIt (M)–Average End-Point Error: 0.95
optical-flow-estimation-on-sintel-cleanFlowIt (S)–Average End-Point Error: 1.01
optical-flow-estimation-on-sintel-cleanFlowIt (XL)–Average End-Point Error: 0.85