Test (beam) scores with best model from output/kinshiphinton/qa_nhop_reason_3hop_seed100/model/model.ckpt
Answer Metrics
	Hits@1:  0.1716
	Hits@3:  0.3993
	Hits@5:  0.5644
	Hits@10:  0.7855
	Hits@20:  0.8350
	MRR:  0.3401
Per Hop Answer Metrics
	2-Hop
		Hits@1:  0.2456
		MRR:  0.4215
	3-Hop
		Hits@1:  0.1270
		MRR:  0.2910
Valid Action Count at Each Step
	Overall Average:  6.2672
		Step 1:  5.8812
		Step 2:  6.3890
		Step 3:  6.5315
Entropy Metrics
	Question Entropy:  0.8825
	Path Entropy:  2.6474
		Step 1:  1.4573
		Step 2:  1.0082
		Step 3:  0.1818
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.0880
	Restart Rate:  0.0000
	No-Op Rate:  0.0880
	Cycle Rate:  0.1925
	Backtrack Rate:  0.0000
	Unique Edges:  2.6733
	Redundancy:  0.0209
	Avg Segment Hops:  3.0000
Answer(s) Endpoint Coverage Metrics
	Recall:  0.8350
	Precision:  0.0936
	F1 Score:  0.1673
GT-Edge Overlap Metrics
	Recall:  0.1513
	Precision:  0.1546
	F1 Score:  0.1490
Node-Set Overlap Metrics
	Recall:  0.5655
	Precision:  0.6480
	F1 Score:  0.5940
Path Edit Distance Metrics:
	Overall Average:  2.5908
		2-Hop:  2.3772
		3-Hop:  2.7196
Relation-Set Overlap Metrics
	Recall:  0.3498
	Precision:  0.3471
	F1 Score:  0.3381
Relation Edit Distance Metrics:
	Overall Average:  2.3498
		2-Hop:  2.2368
		3-Hop:  2.4180

