Scanning Parameter Configuration on Instruct-Obs2Param 1.0 (test) benchmark leaderboard · SOTA2 Research

Scanning Parameter Configuration on Instruct-Obs2Param 1.0 (test)

97.9Sample Freq Exact AccuracyLogistic Regression

Evaluation Results

Method	Links
Logistic Regression2026.05		97.9	98.6	98	93.1	91.8	75.3	92.7	74.1	83.3	96.5	81.5	90.2	95.5	88.3	88	95.8	86.7
KNN2026.05		92.6	95.7	92.6	83.4	82.1	74.8	91.9	73.3	80.9	95.5	77.7	79.3	93.5	75.2	82.2	94.1	80.2
ScanHD2026.05		90.6	94.3	90.5	96.5	97.1	90.6	99.7	90.3	86.4	99.9	81.5	99.3	100	99.4	92.7	98.5	91.8
Early Fusion2026.05		85.1	90.9	84.2	91.2	91.6	84.5	100	85.2	86.2	99.8	85.6	98.8	99.4	98.6	89.2	97.5	89
Late Fusion2026.05		76	89.2	70.4	88	86.5	76.2	99.9	75.6	75.1	94.2	68	98.7	99.1	98.2	82.8	95.6	79.7
Qwen3-VL-8B-Instruct2026.05		64.3	89.5	48.9	63.3	46	34.2	69.3	27.2	53.1	87.1	42.9	34.9	78.5	30.1	49.9	81.1	39
Qwen3-VL-8B-Thinking2026.05		62.6	86.9	57.5	61.4	45.8	33.3	84.1	33.2	47.6	82	40.6	43.3	82.7	33.8	49.6	83.9	42.2
Qwen3-VL-4B-Thinking2026.05		62	84.3	59.5	60	47.1	36.7	80.2	31.3	52.9	84.3	43.2	27.8	78.4	27.7	47.9	81.8	41.8
Qwen3-VL-4B-Instruct2026.05		60	92.8	55.4	59.3	48.7	24	89.2	18.9	65.6	94.3	53.5	40.2	79.7	36.6	49.8	89	42.6
ViT2026.05		44.2	65	31.3	71.4	72.2	72.2	100	72.1	74.1	100	77	100	100	100	72.4	91.3	70.5
Resnet2026.05		42.2	62.6	28.5	71.2	70.5	74.8	100	73.7	73.7	100	74.8	100	100	100	72.4	90.7	69.5
Rule-based Heuristic2026.05		39.9	59.1	23.3	56.5	24	47.7	78.4	21.9	53.1	89.2	25.3	54.7	100	23.8	50.4	81.7	23.7