Taiga Tasks Similarity Matrix (55)

55 tasks • Based on golden solution embeddings • Click any cell to compare

Similarity Score Threshold: 0.85

Merge Conflict Resolution	task_1	task_6	task_8	task_9	task_13	task_14	task_24	task_33	task_35	task_38	task_48	task_58	task_63	task_68	task_73
task_1	-	0.85	0.79	0.83	0.56	0.61	0.70	0.58	0.44	0.55	0.66	0.63	0.63	0.57	0.66
task_6	0.85	-	0.79	0.86	0.49	0.60	0.73	0.56	0.37	0.58	0.65	0.62	0.67	0.50	0.61
task_8	0.79	0.79	-	0.77	0.43	0.53	0.79	0.65	0.36	0.67	0.77	0.56	0.65	0.46	0.55
task_9	0.83	0.86	0.77	-	0.43	0.65	0.71	0.55	0.41	0.56	0.64	0.68	0.69	0.61	0.67
task_13	0.49	0.43	0.43	0.43	-	0.48	0.38	0.36	0.53	0.33	0.36	0.49	0.45	0.33	0.37
task_14	0.61	0.60	0.53	0.65	0.48	-	0.49	0.39	0.46	0.39	0.47	0.51	0.53	0.49	0.58
task_24	0.70	0.73	0.79	0.71	0.38	0.49	-	0.72	0.30	0.71	0.80	0.55	0.59	0.46	0.53
task_33	0.58	0.56	0.65	0.55	0.36	0.39	0.72	-	0.39	0.82	0.81	0.55	0.53	0.42	0.44
task_35	0.44	0.37	0.36	0.41	0.53	0.46	0.30	0.39	-	0.34	0.35	0.48	0.45	0.40	0.39
task_38	0.55	0.58	0.67	0.56	0.33	0.39	0.71	0.82	0.34	-	0.80	0.54	0.57	0.43	0.46
task_48	0.66	0.65	0.77	0.64	0.36	0.47	0.80	0.81	0.35	0.80	-	0.54	0.58	0.43	0.52
task_58	0.63	0.62	0.56	0.68	0.49	0.51	0.55	0.55	0.48	0.54	0.54	-	0.80	0.58	0.59
task_63	0.63	0.67	0.65	0.69	0.48	0.53	0.59	0.53	0.45	0.57	0.58	0.80	-	0.57	0.63
task_68	0.57	0.50	0.46	0.61	0.33	0.44	0.46	0.42	0.40	0.43	0.43	0.58	0.57	-	0.77
task_73	0.66	0.61	0.55	0.67	0.37	0.58	0.53	0.44	0.39	0.46	0.52	0.59	0.63	0.77	-

15 tasks • Avg similarity: 0.56 • Range: 0.30 - 0.86

Interactive Rebase	task_2	task_10	task_11	task_12	task_15	task_20	task_25	task_30	task_34	task_39	task_44	task_49	task_59	task_64	task_69
task_2	-	0.60	0.66	0.63	0.66	0.61	0.69	0.60	0.67	0.66	0.69	0.69	0.58	0.58	0.67
task_10	0.60	-	0.56	0.55	0.48	0.43	0.57	0.44	0.56	0.55	0.71	0.70	0.43	0.43	0.57
task_11	0.66	0.56	-	0.61	0.49	0.62	0.55	0.54	0.59	0.58	0.57	0.58	0.61	0.61	0.69
task_12	0.63	0.55	0.61	-	0.66	0.61	0.69	0.71	0.62	0.62	0.47	0.46	0.60	0.61	0.51
task_15	0.66	0.48	0.49	0.66	-	0.48	0.75	0.57	0.75	0.76	0.53	0.52	0.46	0.46	0.51
task_20	0.61	0.46	0.62	0.61	0.48	-	0.50	0.67	0.53	0.53	0.53	0.53	0.88	0.89	0.57
task_25	0.69	0.57	0.55	0.69	0.75	0.50	-	0.68	0.86	0.81	0.64	0.64	0.53	0.53	0.55
task_30	0.60	0.44	0.54	0.71	0.57	0.67	0.66	-	0.69	0.71	0.44	0.44	0.62	0.63	0.48
task_34	0.67	0.56	0.59	0.71	0.75	0.53	0.86	0.69	-	0.92	0.61	0.60	0.53	0.53	0.57
task_39	0.73	0.55	0.58	0.69	0.76	0.53	0.81	0.71	0.92	-	0.58	0.58	0.50	0.51	0.57
task_44	0.69	0.71	0.57	0.47	0.53	0.53	0.64	0.44	0.61	0.58	-	0.99	0.59	0.58	0.76
task_49	0.69	0.70	0.58	0.46	0.52	0.53	0.64	0.44	0.60	0.58	0.99	-	0.59	0.57	0.76
task_59	0.58	0.46	0.61	0.60	0.46	0.88	0.53	0.62	0.53	0.50	0.59	0.59	-	0.98	0.57
task_64	0.58	0.46	0.61	0.61	0.46	0.89	0.53	0.63	0.53	0.51	0.58	0.57	0.98	-	0.57
task_69	0.67	0.65	0.69	0.51	0.51	0.57	0.55	0.48	0.57	0.57	0.76	0.76	0.57	0.57	-

15 tasks • Avg similarity: 0.61 • Range: 0.43 - 0.99

Recovery Tasks	task_18	task_23	task_28	task_32	task_37	task_47	task_50	task_52	task_57	task_62	task_77
task_18	-	0.48	0.48	0.48	0.52	0.48	0.41	0.48	0.47	0.47	0.43
task_23	0.48	-	0.89	0.85	0.82	0.55	0.36	0.54	0.78	0.54	0.81
task_28	0.52	0.89	-	0.88	0.85	0.57	0.37	0.57	0.82	0.57	0.84
task_32	0.52	0.85	0.88	-	0.83	0.56	0.37	0.56	0.80	0.55	0.81
task_37	0.55	0.82	0.85	0.83	-	0.59	0.38	0.59	0.78	0.59	0.80
task_47	0.48	0.55	0.57	0.56	0.59	-	0.50	1.00	0.58	0.99	0.57
task_50	0.41	0.36	0.37	0.37	0.38	0.50	-	0.50	0.34	0.51	0.35
task_52	0.48	0.54	0.57	0.56	0.59	1.00	0.50	-	0.57	0.99	0.57
task_57	0.47	0.78	0.82	0.80	0.78	0.58	0.34	0.57	-	0.57	0.89
task_62	0.47	0.54	0.57	0.55	0.59	0.99	0.50	0.99	0.57	-	0.56
task_77	0.47	0.81	0.84	0.81	0.80	0.57	0.35	0.57	0.89	0.56	-

11 tasks • Avg similarity: 0.62 • Range: 0.34 - 1.00

Search Tasks	task_3	task_22	task_26	task_27	task_36	task_66	task_76
task_3	-	0.42	0.88	0.44	0.41	0.32	0.40
task_22	0.42	-	0.42	0.81	0.68	0.44	0.70
task_26	0.88	0.42	-	0.44	0.39	0.33	0.39
task_27	0.44	0.81	0.44	-	0.61	0.44	0.65
task_36	0.41	0.68	0.39	0.61	-	0.43	0.49
task_66	0.32	0.44	0.33	0.44	0.43	-	0.50
task_76	0.40	0.70	0.39	0.65	0.49	0.50	-

7 tasks • Avg similarity: 0.50 • Range: 0.32 - 0.88

Iterative Committing	task_16	task_21	task_31	task_45	task_46	task_56	task_65
task_16	-	0.80	0.73	0.67	0.28	0.33	0.81
task_21	0.80	-	0.70	0.56	0.30	0.35	0.73
task_31	0.73	0.70	-	0.63	0.33	0.37	0.79
task_45	0.67	0.56	0.63	-	0.35	0.37	0.71
task_46	0.28	0.30	0.33	0.35	-	0.48	0.35
task_56	0.33	0.35	0.37	0.37	0.48	-	0.39
task_65	0.81	0.73	0.79	0.71	0.35	0.39	-

7 tasks • Avg similarity: 0.53 • Range: 0.28 - 0.81

Semantic Similarity Benchmarks

0.90+ Near-duplicates (same approach, minor variations)

0.85-0.90 High similarity (likely redundant test coverage)

0.80-0.85 Moderate similarity (same category, different implementation)

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