quantitative_master_overview/best_scores_table.md

Master Best Scores Table

optimisation/claude-opus-4.6_optimization_all_abms_chain/06_quantitative_smoke_latest

Reference family	ABM	Summary	LLM	BLEU	METEOR	R-1	R-2	R-L	Reading ease
author	fauna	bart	anthropic/claude-opus-4.6	0.04	0.32	0.44	0.11	0.19	37.01
author	fauna	bert	anthropic/claude-opus-4.6	0.01	0.24	0.20	0.05	0.09	20.14
author	fauna	t5	anthropic/claude-opus-4.6	0.02	0.29	0.44	0.07	0.17	41.04
author	grazing	bart	anthropic/claude-opus-4.6	0.04	0.29	0.49	0.14	0.20	37.20
author	grazing	bert	anthropic/claude-opus-4.6	0.02	0.28	0.27	0.09	0.11	12.25
author	grazing	t5	anthropic/claude-opus-4.6	0.02	0.28	0.48	0.12	0.20	42.75
author	milk_consumption	bart	anthropic/claude-opus-4.6	0.10	0.32	0.58	0.22	0.24	38.85
author	milk_consumption	bert	anthropic/claude-opus-4.6	0.03	0.32	0.35	0.15	0.15	14.80
author	milk_consumption	t5	anthropic/claude-opus-4.6	0.05	0.29	0.55	0.17	0.21	47.16
gpt5.2_long	fauna	none	anthropic/claude-opus-4.6	0.03	0.31	0.38	0.15	0.17	34.86
gpt5.2_long	grazing	none	anthropic/claude-opus-4.6	0.03	0.33	0.44	0.19	0.20	33.48
gpt5.2_long	milk_consumption	none	anthropic/claude-opus-4.6	0.04	0.32	0.41	0.18	0.17	35.00
gpt5.2_short	fauna	bart	anthropic/claude-opus-4.6	0.05	0.29	0.51	0.13	0.18	37.01
gpt5.2_short	fauna	bert	anthropic/claude-opus-4.6	0.01	0.28	0.28	0.08	0.11	20.14
gpt5.2_short	fauna	t5	anthropic/claude-opus-4.6	0.03	0.27	0.49	0.11	0.17	41.04
gpt5.2_short	grazing	bart	anthropic/claude-opus-4.6	0.04	0.23	0.50	0.12	0.17	37.20
gpt5.2_short	grazing	bert	anthropic/claude-opus-4.6	0.01	0.29	0.39	0.09	0.12	12.25
gpt5.2_short	grazing	t5	anthropic/claude-opus-4.6	0.02	0.23	0.51	0.11	0.16	42.75
gpt5.2_short	milk_consumption	bart	anthropic/claude-opus-4.6	0.07	0.30	0.56	0.19	0.22	38.85
gpt5.2_short	milk_consumption	bert	anthropic/claude-opus-4.6	0.02	0.30	0.36	0.12	0.14	14.80
gpt5.2_short	milk_consumption	t5	anthropic/claude-opus-4.6	0.04	0.26	0.55	0.16	0.19	47.16
modeler	fauna	bart	anthropic/claude-opus-4.6	0.06	0.27	0.55	0.13	0.20	37.01
modeler	fauna	bert	anthropic/claude-opus-4.6	0.02	0.30	0.35	0.10	0.14	20.14
modeler	fauna	t5	anthropic/claude-opus-4.6	0.03	0.22	0.48	0.08	0.18	41.04
modeler	grazing	bart	anthropic/claude-opus-4.6	0.02	0.19	0.43	0.10	0.16	37.20
modeler	grazing	bert	anthropic/claude-opus-4.6	0.01	0.27	0.36	0.08	0.13	12.25
modeler	grazing	t5	anthropic/claude-opus-4.6	0.02	0.17	0.36	0.07	0.13	42.75
modeler	milk_consumption	bart	anthropic/claude-opus-4.6	0.07	0.29	0.54	0.18	0.21	38.85
modeler	milk_consumption	bert	anthropic/claude-opus-4.6	0.01	0.26	0.32	0.11	0.13	14.80
modeler	milk_consumption	t5	anthropic/claude-opus-4.6	0.05	0.25	0.52	0.16	0.19	47.16

optimisation/gemini-3.1-pro-preview_optimization_all_abms_chain/06_quantitative_smoke_latest

Reference family	ABM	Summary	LLM	BLEU	METEOR	R-1	R-2	R-L	Reading ease
author	fauna	bart	google/gemini-3.1-pro-preview	0.02	0.25	0.47	0.11	0.20	27.73
author	fauna	bert	google/gemini-3.1-pro-preview	0.01	0.29	0.36	0.08	0.14	15.61
author	fauna	t5	google/gemini-3.1-pro-preview	0.03	0.23	0.44	0.09	0.19	28.28
author	grazing	bart	google/gemini-3.1-pro-preview	0.02	0.21	0.44	0.12	0.20	37.27
author	grazing	bert	google/gemini-3.1-pro-preview	0.01	0.27	0.41	0.11	0.17	6.39
author	grazing	t5	google/gemini-3.1-pro-preview	0.01	0.15	0.34	0.08	0.16	33.48
author	milk_consumption	bart	google/gemini-3.1-pro-preview	0.06	0.19	0.45	0.18	0.22	30.36
author	milk_consumption	bert	google/gemini-3.1-pro-preview	0.08	0.32	0.57	0.20	0.24	10.16
author	milk_consumption	t5	google/gemini-3.1-pro-preview	0.01	0.13	0.36	0.08	0.17	49.25
gpt5.2_long	fauna	none	google/gemini-3.1-pro-preview	0.04	0.30	0.57	0.20	0.24	25.81
gpt5.2_long	grazing	none	google/gemini-3.1-pro-preview	0.05	0.30	0.61	0.23	0.26	28.07
gpt5.2_long	milk_consumption	none	google/gemini-3.1-pro-preview	0.07	0.31	0.58	0.20	0.22	29.30
gpt5.2_short	fauna	bart	google/gemini-3.1-pro-preview	0.03	0.19	0.45	0.09	0.18	27.73
gpt5.2_short	fauna	bert	google/gemini-3.1-pro-preview	0.02	0.29	0.44	0.10	0.16	15.61
gpt5.2_short	fauna	t5	google/gemini-3.1-pro-preview	0.03	0.20	0.46	0.09	0.18	28.28
gpt5.2_short	grazing	bart	google/gemini-3.1-pro-preview	0.01	0.15	0.39	0.07	0.14	37.27
gpt5.2_short	grazing	bert	google/gemini-3.1-pro-preview	0.03	0.25	0.48	0.11	0.17	6.39
gpt5.2_short	grazing	t5	google/gemini-3.1-pro-preview	0.00	0.12	0.31	0.07	0.13	33.48
gpt5.2_short	milk_consumption	bart	google/gemini-3.1-pro-preview	0.02	0.15	0.36	0.10	0.15	30.36
gpt5.2_short	milk_consumption	bert	google/gemini-3.1-pro-preview	0.02	0.27	0.48	0.12	0.16	10.16
gpt5.2_short	milk_consumption	t5	google/gemini-3.1-pro-preview	0.01	0.12	0.36	0.11	0.17	49.25
modeler	fauna	bart	google/gemini-3.1-pro-preview	0.01	0.13	0.35	0.10	0.16	27.73
modeler	fauna	bert	google/gemini-3.1-pro-preview	0.02	0.28	0.49	0.10	0.17	15.61
modeler	fauna	t5	google/gemini-3.1-pro-preview	0.01	0.14	0.38	0.08	0.16	28.28
modeler	grazing	bart	google/gemini-3.1-pro-preview	0.01	0.10	0.28	0.06	0.13	37.27
modeler	grazing	bert	google/gemini-3.1-pro-preview	0.02	0.19	0.37	0.07	0.14	6.39
modeler	grazing	t5	google/gemini-3.1-pro-preview	0.00	0.07	0.21	0.06	0.10	33.48
modeler	milk_consumption	bart	google/gemini-3.1-pro-preview	0.02	0.16	0.38	0.11	0.17	30.36
modeler	milk_consumption	bert	google/gemini-3.1-pro-preview	0.03	0.23	0.41	0.12	0.17	10.16
modeler	milk_consumption	t5	google/gemini-3.1-pro-preview	0.01	0.13	0.40	0.12	0.18	49.25

screening/eval_qwen_kimi

Reference family	ABM	Summary	LLM	BLEU	METEOR	R-1	R-2	R-L	Reading ease
author	fauna	bart	moonshotai/kimi-k2.5	0.04	0.29	0.48	0.12	0.20	33.19
author	fauna	bart	qwen/qwen3.5-27b	0.04	0.24	0.45	0.12	0.20	38.47
author	fauna	bert	moonshotai/kimi-k2.5	0.02	0.29	0.32	0.07	0.12	10.57
author	fauna	bert	qwen/qwen3.5-27b	0.03	0.30	0.45	0.10	0.18	31.19
author	fauna	longformer_ext	moonshotai/kimi-k2.5	0.02	0.27	0.39	0.08	0.16	37.49
author	fauna	longformer_ext	qwen/qwen3.5-27b	0.03	0.27	0.43	0.10	0.19	38.54
author	fauna	t5	moonshotai/kimi-k2.5	0.05	0.30	0.47	0.13	0.20	35.79
author	fauna	t5	qwen/qwen3.5-27b	0.03	0.23	0.46	0.12	0.20	46.36
author	grazing	bart	moonshotai/kimi-k2.5	0.04	0.25	0.50	0.15	0.24	36.98
author	grazing	bart	qwen/qwen3.5-27b	0.04	0.21	0.47	0.17	0.22	61.15
author	grazing	bert	moonshotai/kimi-k2.5	0.01	0.30	0.43	0.11	0.16	14.24
author	grazing	bert	qwen/qwen3.5-27b	0.04	0.33	0.52	0.16	0.22	52.63
author	grazing	longformer_ext	moonshotai/kimi-k2.5	0.04	0.26	0.49	0.11	0.19	38.29
author	grazing	longformer_ext	qwen/qwen3.5-27b	0.05	0.29	0.52	0.15	0.22	72.71
author	grazing	t5	moonshotai/kimi-k2.5	0.04	0.24	0.49	0.13	0.21	44.10
author	grazing	t5	qwen/qwen3.5-27b	0.03	0.21	0.43	0.12	0.20	67.22
author	milk_consumption	bart	moonshotai/kimi-k2.5	0.09	0.26	0.51	0.21	0.26	37.09
author	milk_consumption	bart	qwen/qwen3.5-27b	0.05	0.20	0.48	0.17	0.24	56.10
author	milk_consumption	bert	moonshotai/kimi-k2.5	0.06	0.33	0.53	0.16	0.21	9.52
author	milk_consumption	bert	qwen/qwen3.5-27b	0.10	0.33	0.62	0.21	0.25	39.97
author	milk_consumption	longformer_ext	moonshotai/kimi-k2.5	0.07	0.27	0.56	0.16	0.23	42.88
author	milk_consumption	longformer_ext	qwen/qwen3.5-27b	0.07	0.25	0.56	0.18	0.23	62.80
author	milk_consumption	t5	moonshotai/kimi-k2.5	0.04	0.20	0.45	0.12	0.18	47.49
author	milk_consumption	t5	qwen/qwen3.5-27b	0.03	0.14	0.38	0.13	0.19	70.81
gpt5.2_long	fauna	none	moonshotai/kimi-k2.5	0.05	0.32	0.59	0.21	0.25	27.90
gpt5.2_long	fauna	none	qwen/qwen3.5-27b	0.07	0.30	0.63	0.24	0.29	44.93
gpt5.2_long	grazing	none	moonshotai/kimi-k2.5	0.05	0.32	0.64	0.24	0.26	25.43
gpt5.2_long	grazing	none	qwen/qwen3.5-27b	0.07	0.30	0.63	0.23	0.29	59.42
gpt5.2_long	milk_consumption	none	moonshotai/kimi-k2.5	0.08	0.31	0.61	0.23	0.24	28.04
gpt5.2_long	milk_consumption	none	qwen/qwen3.5-27b	0.09	0.29	0.63	0.24	0.28	50.16
gpt5.2_short	fauna	bart	moonshotai/kimi-k2.5	0.05	0.25	0.50	0.13	0.21	33.19
gpt5.2_short	fauna	bart	qwen/qwen3.5-27b	0.03	0.19	0.46	0.12	0.19	38.47
gpt5.2_short	fauna	bert	moonshotai/kimi-k2.5	0.02	0.30	0.41	0.09	0.15	10.57
gpt5.2_short	fauna	bert	qwen/qwen3.5-27b	0.03	0.30	0.50	0.12	0.20	31.19
gpt5.2_short	fauna	longformer_ext	moonshotai/kimi-k2.5	0.04	0.24	0.45	0.09	0.16	37.49
gpt5.2_short	fauna	longformer_ext	qwen/qwen3.5-27b	0.05	0.22	0.46	0.10	0.18	38.54
gpt5.2_short	fauna	t5	moonshotai/kimi-k2.5	0.05	0.23	0.47	0.12	0.19	35.79
gpt5.2_short	fauna	t5	qwen/qwen3.5-27b	0.03	0.17	0.40	0.10	0.18	46.36
gpt5.2_short	grazing	bart	moonshotai/kimi-k2.5	0.02	0.19	0.47	0.11	0.17	36.98
gpt5.2_short	grazing	bart	qwen/qwen3.5-27b	0.01	0.16	0.40	0.11	0.15	61.15
gpt5.2_short	grazing	bert	moonshotai/kimi-k2.5	0.02	0.28	0.53	0.13	0.17	14.24
gpt5.2_short	grazing	bert	qwen/qwen3.5-27b	0.03	0.25	0.54	0.13	0.20	52.63
gpt5.2_short	grazing	longformer_ext	moonshotai/kimi-k2.5	0.03	0.23	0.51	0.11	0.17	38.29
gpt5.2_short	grazing	longformer_ext	qwen/qwen3.5-27b	0.02	0.21	0.50	0.11	0.16	72.71
gpt5.2_short	grazing	t5	moonshotai/kimi-k2.5	0.01	0.17	0.43	0.09	0.16	44.10
gpt5.2_short	grazing	t5	qwen/qwen3.5-27b	0.01	0.14	0.37	0.10	0.15	67.22
gpt5.2_short	milk_consumption	bart	moonshotai/kimi-k2.5	0.06	0.22	0.47	0.15	0.23	37.09
gpt5.2_short	milk_consumption	bart	qwen/qwen3.5-27b	0.03	0.17	0.41	0.13	0.19	56.10
gpt5.2_short	milk_consumption	bert	moonshotai/kimi-k2.5	0.05	0.30	0.54	0.15	0.19	9.52
gpt5.2_short	milk_consumption	bert	qwen/qwen3.5-27b	0.07	0.28	0.54	0.18	0.22	39.97
gpt5.2_short	milk_consumption	longformer_ext	moonshotai/kimi-k2.5	0.04	0.23	0.50	0.12	0.18	42.88
gpt5.2_short	milk_consumption	longformer_ext	qwen/qwen3.5-27b	0.04	0.21	0.49	0.16	0.20	62.80
gpt5.2_short	milk_consumption	t5	moonshotai/kimi-k2.5	0.03	0.17	0.42	0.11	0.17	47.49
gpt5.2_short	milk_consumption	t5	qwen/qwen3.5-27b	0.01	0.13	0.34	0.10	0.16	70.81
modeler	fauna	bart	moonshotai/kimi-k2.5	0.04	0.20	0.45	0.11	0.19	33.19
modeler	fauna	bart	qwen/qwen3.5-27b	0.01	0.14	0.37	0.10	0.18	38.47
modeler	fauna	bert	moonshotai/kimi-k2.5	0.03	0.30	0.46	0.10	0.17	10.57
modeler	fauna	bert	qwen/qwen3.5-27b	0.07	0.29	0.52	0.14	0.21	31.19
modeler	fauna	longformer_ext	moonshotai/kimi-k2.5	0.04	0.24	0.47	0.11	0.20	37.49
modeler	fauna	longformer_ext	qwen/qwen3.5-27b	0.02	0.21	0.45	0.11	0.21	38.54
modeler	fauna	t5	moonshotai/kimi-k2.5	0.02	0.17	0.40	0.09	0.17	35.79
modeler	fauna	t5	qwen/qwen3.5-27b	0.01	0.12	0.32	0.08	0.15	46.36
modeler	grazing	bart	moonshotai/kimi-k2.5	0.01	0.13	0.32	0.08	0.14	36.98
modeler	grazing	bart	qwen/qwen3.5-27b	0.00	0.11	0.29	0.07	0.12	61.15
modeler	grazing	bert	moonshotai/kimi-k2.5	0.02	0.24	0.41	0.09	0.14	14.24
modeler	grazing	bert	qwen/qwen3.5-27b	0.02	0.20	0.45	0.10	0.16	52.63
modeler	grazing	longformer_ext	moonshotai/kimi-k2.5	0.02	0.17	0.39	0.10	0.16	38.29
modeler	grazing	longformer_ext	qwen/qwen3.5-27b	0.01	0.16	0.38	0.08	0.15	72.71
modeler	grazing	t5	moonshotai/kimi-k2.5	0.01	0.12	0.30	0.07	0.14	44.10
modeler	grazing	t5	qwen/qwen3.5-27b	0.00	0.10	0.27	0.06	0.12	67.22
modeler	milk_consumption	bart	moonshotai/kimi-k2.5	0.06	0.22	0.48	0.15	0.22	37.09
modeler	milk_consumption	bart	qwen/qwen3.5-27b	0.04	0.16	0.39	0.14	0.20	56.10
modeler	milk_consumption	bert	moonshotai/kimi-k2.5	0.05	0.29	0.48	0.17	0.18	9.52
modeler	milk_consumption	bert	qwen/qwen3.5-27b	0.06	0.27	0.53	0.17	0.22	39.97
modeler	milk_consumption	longformer_ext	moonshotai/kimi-k2.5	0.07	0.23	0.45	0.16	0.21	42.88
modeler	milk_consumption	longformer_ext	qwen/qwen3.5-27b	0.06	0.21	0.51	0.15	0.22	62.80
modeler	milk_consumption	t5	moonshotai/kimi-k2.5	0.04	0.20	0.42	0.13	0.18	47.49
modeler	milk_consumption	t5	qwen/qwen3.5-27b	0.02	0.14	0.36	0.11	0.17	70.81

screening/kimi-k2.5_all_abms_chain/06_quantitative_smoke_latest

Reference family	ABM	Summary	LLM	BLEU	METEOR	R-1	R-2	R-L	Reading ease
author	fauna	bart	moonshotai/kimi-k2.5	0.04	0.29	0.48	0.12	0.20	33.19
author	fauna	bert	moonshotai/kimi-k2.5	0.02	0.29	0.32	0.07	0.12	10.57
author	fauna	longformer_ext	moonshotai/kimi-k2.5	0.02	0.27	0.39	0.08	0.16	37.49
author	fauna	t5	moonshotai/kimi-k2.5	0.05	0.30	0.47	0.13	0.20	35.79
author	grazing	bart	moonshotai/kimi-k2.5	0.04	0.25	0.50	0.15	0.24	36.98
author	grazing	bert	moonshotai/kimi-k2.5	0.01	0.30	0.43	0.11	0.16	14.24
author	grazing	longformer_ext	moonshotai/kimi-k2.5	0.04	0.26	0.49	0.11	0.19	38.29
author	grazing	t5	moonshotai/kimi-k2.5	0.04	0.24	0.49	0.13	0.21	44.10
author	milk_consumption	bart	moonshotai/kimi-k2.5	0.09	0.26	0.51	0.21	0.26	37.09
author	milk_consumption	bert	moonshotai/kimi-k2.5	0.06	0.33	0.53	0.16	0.21	9.52
author	milk_consumption	longformer_ext	moonshotai/kimi-k2.5	0.07	0.27	0.56	0.16	0.23	42.88
author	milk_consumption	t5	moonshotai/kimi-k2.5	0.04	0.20	0.45	0.12	0.18	47.49
gpt5.2_long	fauna	none	moonshotai/kimi-k2.5	0.05	0.32	0.59	0.21	0.25	27.90
gpt5.2_long	grazing	none	moonshotai/kimi-k2.5	0.05	0.32	0.64	0.24	0.26	25.43
gpt5.2_long	milk_consumption	none	moonshotai/kimi-k2.5	0.08	0.31	0.61	0.23	0.24	28.04
gpt5.2_short	fauna	bart	moonshotai/kimi-k2.5	0.05	0.25	0.50	0.13	0.21	33.19
gpt5.2_short	fauna	bert	moonshotai/kimi-k2.5	0.02	0.30	0.41	0.09	0.15	10.57
gpt5.2_short	fauna	longformer_ext	moonshotai/kimi-k2.5	0.04	0.24	0.45	0.09	0.16	37.49
gpt5.2_short	fauna	t5	moonshotai/kimi-k2.5	0.05	0.23	0.47	0.12	0.19	35.79
gpt5.2_short	grazing	bart	moonshotai/kimi-k2.5	0.02	0.19	0.47	0.11	0.17	36.98
gpt5.2_short	grazing	bert	moonshotai/kimi-k2.5	0.02	0.28	0.53	0.13	0.17	14.24
gpt5.2_short	grazing	longformer_ext	moonshotai/kimi-k2.5	0.03	0.23	0.51	0.11	0.17	38.29
gpt5.2_short	grazing	t5	moonshotai/kimi-k2.5	0.01	0.17	0.43	0.09	0.16	44.10
gpt5.2_short	milk_consumption	bart	moonshotai/kimi-k2.5	0.06	0.22	0.47	0.15	0.23	37.09
gpt5.2_short	milk_consumption	bert	moonshotai/kimi-k2.5	0.05	0.30	0.54	0.15	0.19	9.52
gpt5.2_short	milk_consumption	longformer_ext	moonshotai/kimi-k2.5	0.04	0.23	0.50	0.12	0.18	42.88
gpt5.2_short	milk_consumption	t5	moonshotai/kimi-k2.5	0.03	0.17	0.42	0.11	0.17	47.49
modeler	fauna	bart	moonshotai/kimi-k2.5	0.04	0.20	0.45	0.11	0.19	33.19
modeler	fauna	bert	moonshotai/kimi-k2.5	0.03	0.30	0.46	0.10	0.17	10.57
modeler	fauna	longformer_ext	moonshotai/kimi-k2.5	0.04	0.24	0.47	0.11	0.20	37.49
modeler	fauna	t5	moonshotai/kimi-k2.5	0.02	0.17	0.40	0.09	0.17	35.79
modeler	grazing	bart	moonshotai/kimi-k2.5	0.01	0.13	0.32	0.08	0.14	36.98
modeler	grazing	bert	moonshotai/kimi-k2.5	0.02	0.24	0.41	0.09	0.14	14.24
modeler	grazing	longformer_ext	moonshotai/kimi-k2.5	0.02	0.17	0.39	0.10	0.16	38.29
modeler	grazing	t5	moonshotai/kimi-k2.5	0.01	0.12	0.30	0.07	0.14	44.10
modeler	milk_consumption	bart	moonshotai/kimi-k2.5	0.06	0.22	0.48	0.15	0.22	37.09
modeler	milk_consumption	bert	moonshotai/kimi-k2.5	0.05	0.29	0.48	0.17	0.18	9.52
modeler	milk_consumption	longformer_ext	moonshotai/kimi-k2.5	0.07	0.23	0.45	0.16	0.21	42.88
modeler	milk_consumption	t5	moonshotai/kimi-k2.5	0.04	0.20	0.42	0.13	0.18	47.49

screening/qwen3.5-27b_openrouter_all_abms_chain/06_quantitative_smoke_latest

Reference family	ABM	Summary	LLM	BLEU	METEOR	R-1	R-2	R-L	Reading ease
author	fauna	bart	qwen/qwen3.5-27b	0.04	0.24	0.45	0.12	0.20	38.47
author	fauna	bert	qwen/qwen3.5-27b	0.03	0.30	0.45	0.10	0.18	31.19
author	fauna	longformer_ext	qwen/qwen3.5-27b	0.03	0.27	0.43	0.10	0.19	38.54
author	fauna	t5	qwen/qwen3.5-27b	0.03	0.23	0.46	0.12	0.20	46.36
author	grazing	bart	qwen/qwen3.5-27b	0.04	0.21	0.47	0.17	0.22	61.15
author	grazing	bert	qwen/qwen3.5-27b	0.04	0.33	0.52	0.16	0.22	52.63
author	grazing	longformer_ext	qwen/qwen3.5-27b	0.05	0.29	0.52	0.15	0.22	72.71
author	grazing	t5	qwen/qwen3.5-27b	0.03	0.21	0.43	0.12	0.20	67.22
author	milk_consumption	bart	qwen/qwen3.5-27b	0.05	0.20	0.48	0.17	0.24	56.10
author	milk_consumption	bert	qwen/qwen3.5-27b	0.10	0.33	0.62	0.21	0.25	39.97
author	milk_consumption	longformer_ext	qwen/qwen3.5-27b	0.07	0.25	0.56	0.18	0.23	62.80
author	milk_consumption	t5	qwen/qwen3.5-27b	0.03	0.14	0.38	0.13	0.19	70.81
gpt5.2_long	fauna	none	qwen/qwen3.5-27b	0.07	0.30	0.63	0.24	0.29	44.93
gpt5.2_long	grazing	none	qwen/qwen3.5-27b	0.07	0.30	0.63	0.23	0.29	59.42
gpt5.2_long	milk_consumption	none	qwen/qwen3.5-27b	0.09	0.29	0.63	0.24	0.28	50.16
gpt5.2_short	fauna	bart	qwen/qwen3.5-27b	0.03	0.19	0.46	0.12	0.19	38.47
gpt5.2_short	fauna	bert	qwen/qwen3.5-27b	0.03	0.30	0.50	0.12	0.20	31.19
gpt5.2_short	fauna	longformer_ext	qwen/qwen3.5-27b	0.05	0.22	0.46	0.10	0.18	38.54
gpt5.2_short	fauna	t5	qwen/qwen3.5-27b	0.03	0.17	0.40	0.10	0.18	46.36
gpt5.2_short	grazing	bart	qwen/qwen3.5-27b	0.01	0.16	0.40	0.11	0.15	61.15
gpt5.2_short	grazing	bert	qwen/qwen3.5-27b	0.03	0.25	0.54	0.13	0.20	52.63
gpt5.2_short	grazing	longformer_ext	qwen/qwen3.5-27b	0.02	0.21	0.50	0.11	0.16	72.71
gpt5.2_short	grazing	t5	qwen/qwen3.5-27b	0.01	0.14	0.37	0.10	0.15	67.22
gpt5.2_short	milk_consumption	bart	qwen/qwen3.5-27b	0.03	0.17	0.41	0.13	0.19	56.10
gpt5.2_short	milk_consumption	bert	qwen/qwen3.5-27b	0.07	0.28	0.54	0.18	0.22	39.97
gpt5.2_short	milk_consumption	longformer_ext	qwen/qwen3.5-27b	0.04	0.21	0.49	0.16	0.20	62.80
gpt5.2_short	milk_consumption	t5	qwen/qwen3.5-27b	0.01	0.13	0.34	0.10	0.16	70.81
modeler	fauna	bart	qwen/qwen3.5-27b	0.01	0.14	0.37	0.10	0.18	38.47
modeler	fauna	bert	qwen/qwen3.5-27b	0.07	0.29	0.52	0.14	0.21	31.19
modeler	fauna	longformer_ext	qwen/qwen3.5-27b	0.02	0.21	0.45	0.11	0.21	38.54
modeler	fauna	t5	qwen/qwen3.5-27b	0.01	0.12	0.32	0.08	0.15	46.36
modeler	grazing	bart	qwen/qwen3.5-27b	0.00	0.11	0.29	0.07	0.12	61.15
modeler	grazing	bert	qwen/qwen3.5-27b	0.02	0.20	0.45	0.10	0.16	52.63
modeler	grazing	longformer_ext	qwen/qwen3.5-27b	0.01	0.16	0.38	0.08	0.15	72.71
modeler	grazing	t5	qwen/qwen3.5-27b	0.00	0.10	0.27	0.06	0.12	67.22
modeler	milk_consumption	bart	qwen/qwen3.5-27b	0.04	0.16	0.39	0.14	0.20	56.10
modeler	milk_consumption	bert	qwen/qwen3.5-27b	0.06	0.27	0.53	0.17	0.22	39.97
modeler	milk_consumption	longformer_ext	qwen/qwen3.5-27b	0.06	0.21	0.51	0.15	0.22	62.80
modeler	milk_consumption	t5	qwen/qwen3.5-27b	0.02	0.14	0.36	0.11	0.17	70.81