Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Action Learning on ALFRED (Q3)
Loading...
54.8
Accuracy
Affordance Routing (REIS)
46.376
48.563
50.75
52.937
May 29, 2026
Accuracy
Precision
Recall
F1 Score
Updated 2d ago
Evaluation Results
Method
Method
Links
Accuracy
Precision
Recall
F1 Score
Affordance Routing (REIS)
Avg Latency=406.21 ms,...
2026.05
54.8
75.4
32.1
45.03
RAG + Direct
Avg Latency=1017.83 ms...
2026.05
54.6
75.1
31.91
44.79
CAG + Direct
Avg Latency=1027.44 ms...
2026.05
54.4
74.69
31.73
44.53
Base + Direct
Avg Latency=327.56 ms,...
2026.05
50.1
79.3
12.2
21.1
Base + Reasoning
Avg Latency=43.59 sec,...
2026.05
46.7
63.2
6.3
11.5
Feedback
Search any
task
Search any
task