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Lifelong Visual Navigation on GOAT-Bench 1/10-scale subset (val-unseen)
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72.8
Success Rate
Ours
9.88
26.215
42.55
58.885
Feb 17, 2026
Success Rate
SPL
Updated 4d ago
Evaluation Results
Method
Method
Links
Success Rate
SPL
Ours
Backbone=GPT-4o, Explo...
2026.02
72.8
56.1
3D-Mem
Backbone=GPT-4o, Explo...
2026.02
65.1
49.3
CG w/ Frontier Snapshots
Backbone=GPT-4o, Explo...
2026.02
61.5
45.3
ReEXplore
Backbone=GPT-4o, Explo...
2026.02
59.8
42.5
3D-Mem w/o Memory
Backbone=GPT-4o, Explo...
2026.02
58.6
38.5
Explore-EQA
Backbone=GPT-4o, Explo...
2026.02
55
37.9
Ours
Backbone=Qwen2.5-VL-7B...
2026.02
53.9
31.7
ReEXplore
Backbone=Qwen2.5-VL-7B...
2026.02
53.2
32.6
3D-Mem
Backbone=Qwen2.5-VL-7B...
2026.02
49.4
20.7
SenseAct-NN Skill Chain
Exploration Strategy=T...
2026.02
29.5
11.3
Modular GOAT
Exploration Strategy=T...
2026.02
24.9
17.2
Modular CLIP on Wheels
Exploration Strategy=T...
2026.02
16.1
10.4
SenseAct-NN Monolithic
Exploration Strategy=T...
2026.02
12.3
6.8
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