Test (beam) scores with best model from output/kinshiphinton/qa_nhop_reason_3hop_seed0/model/model.ckpt
Answer Metrics
	Hits@1:  0.2277
	Hits@3:  0.4686
	Hits@5:  0.6568
	Hits@10:  0.8680
	Hits@20:  0.8977
	MRR:  0.4070
Per Hop Answer Metrics
	2-Hop
		Hits@1:  0.3070
		MRR:  0.4986
	3-Hop
		Hits@1:  0.1799
		MRR:  0.3518
Valid Action Count at Each Step
	Overall Average:  6.2838
		Step 1:  5.8812
		Step 2:  6.4022
		Step 3:  6.5679
Entropy Metrics
	Question Entropy:  0.8046
	Path Entropy:  2.4139
		Step 1:  1.2608
		Step 2:  0.9814
		Step 3:  0.1717
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1320
	Restart Rate:  0.0000
	No-Op Rate:  0.1320
	Cycle Rate:  0.1881
	Backtrack Rate:  0.0000
	Unique Edges:  2.5314
	Redundancy:  0.0341
	Avg Segment Hops:  3.0000
Answer(s) Endpoint Coverage Metrics
	Recall:  0.8977
	Precision:  0.0965
	F1 Score:  0.1736
GT-Edge Overlap Metrics
	Recall:  0.1656
	Precision:  0.1678
	F1 Score:  0.1626
Node-Set Overlap Metrics
	Recall:  0.5644
	Precision:  0.6669
	F1 Score:  0.5993
Path Edit Distance Metrics:
	Overall Average:  2.5215
		2-Hop:  2.2368
		3-Hop:  2.6931
Relation-Set Overlap Metrics
	Recall:  0.3416
	Precision:  0.3443
	F1 Score:  0.3328
Relation Edit Distance Metrics:
	Overall Average:  2.2805
		2-Hop:  2.0526
		3-Hop:  2.4180

