Multi-view Multi-person Tracking on WILDTRACK
94.7MOTAModTrack (Oracle det.)
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| ModTrack (Oracle det.)Category=Modular, Configuration=flexible, Oracle Detection=true2026.03 | 94.7 | 94 | 97.1 | — | — | — | — | 0.68 | |
| MVTrajecterCategory=End-to-end, Configuration=fixed, Requires retraining for sensor reconfiguration=true2026.03 | 94.3 | 93 | 96.5 | — | — | — | — | — | |
| UMPNCategory=Learned (Non-Interpretable)2026.03 | 93.9 | 86.9 | 96.3 | — | — | — | — | — | |
| Alturki et al.Category=End-to-end, Configuration=fixed, Requires retraining for sensor reconfiguration=true2026.03 | 92.7 | 88.8 | 96.1 | — | — | — | — | — | |
| MCBLTCategory=End-to-end, Configuration=fixed, Requires retraining for sensor reconfiguration=true2026.03 | 92.6 | 94.3 | 95.6 | — | — | — | — | — | |
| SCFusionCategory=End-to-end, Configuration=fixed, Requires retraining for sensor reconfiguration=true2026.03 | 92.4 | 86.3 | 95.9 | — | — | — | — | — | |
| TrackTacularCategory=End-to-end, Configuration=fixed, Requires retraining for sensor reconfiguration=true2026.03 | 91.8 | 85.4 | 95.3 | — | — | — | — | — | |
| ModTrackCategory=Modular, Configuration=flexible, Oracle Detection=false2026.03 | 91.4 | 87.2 | 95.5 | — | — | — | — | 1.2 | |
| MVFlowAssociation Algorithm=muSSP2022.10 | 91.3 | 0.57 | 93.5 | 92.7 | 94.2 | 2 | 38 | — | |
| MVFlowAssociation Algorithm=muSSPFlow2022.10 | 91.2 | 0.57 | 93.4 | 92.6 | 94.2 | 2 | 38 | — | |
| EarlyBirdCategory=End-to-end, Configuration=fixed, Requires retraining for sensor reconfiguration=true2026.03 | 89.5 | 86.6 | 92.3 | — | — | — | — | — | |
| MVDeTrAssociation Algorithm=muSSP2022.10 | 89.4 | 0.58 | 90.7 | 90.5 | 90.9 | 3 | 33 | — | |
| Ali et al.Category=End-to-end, Configuration=fixed, Requires retraining for sensor reconfiguration=true2026.03 | 87.4 | — | 92 | — | — | — | — | — | |
| ReSTCategory=Learned (Non-Interpretable)2026.03 | 84.9 | 84.1 | 86.7 | — | — | — | — | — | |
| MVFlowAssociation Algorithm=KSPFlow2022.10 | 83.5 | 0.61 | 81 | 81.7 | 80.3 | 5 | 29 | — | |
| MVFlowAssociation Algorithm=KSP2022.10 | 81.9 | 0.61 | 79.8 | 80.2 | 79.5 | 4 | 32 | — | |
| MVDetAssociation Algorithm=muSSP2022.10 | 80.6 | 0.8 | 79.4 | 79.2 | 79.6 | 4 | 29 | — | |
| DMCTCategory=Learned (Non-Interpretable)2026.03 | 72.8 | 79.1 | 77.8 | — | — | — | — | — | |
| DeepOcclusionAssociation Algorithm=KSP + ptrack2022.10 | 72.2 | — | 78.4 | 84.4 | 73.1 | — | — | — | |
| MV-GLMB-OCCategory=Modular, Configuration=flexible2026.03 | 69.7 | 73.2 | 74.3 | — | — | — | — | — | |
| DeepOcclusionAssociation Algorithm=KSP2022.10 | 69.6 | — | 73.2 | 83.8 | 65 | — | — | — | |
| KSP-DOCategory=Modular, Configuration=flexible2026.03 | 69.6 | 61.5 | 73.2 | — | — | — | — | — | |
| MVFlowAssociation Algorithm=deepSORT2022.10 | 52.8 | 0.89 | 73.3 | 65.2 | 83.7 | 2 | 33 | — | |
| MVDeTrAssociation Algorithm=KSP2022.10 | 48.5 | 0.64 | 65.8 | 97 | 49.8 | 28 | 13 | — | |
| MVDetAssociation Algorithm=KSP2022.10 | 46.9 | 0.81 | 64.8 | 95.5 | 49 | 28 | 13 | — | |
| MVDeTrAssociation Algorithm=deepSORT2022.10 | 24 | 0.94 | 56.3 | 56.4 | 56.2 | 20 | 14 | — | |
| MVDetAssociation Algorithm=deepSORT2022.10 | 8.3 | 0.95 | 48.8 | 46.9 | 50.8 | 20 | 12 | — |