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Pest Classification on AgriInsect (test)

91.24Beetle AccuracyGemini-2.5-Flash
35.610450.052764.49578.9373May 7, 2026

Evaluation results

MethodLinks
Gemini-2.5-FlashAccess=Proprietary2026.0591.2477.0884.9493.0270.915087.1461.116082.05
GPT-5Access=Proprietary2026.0587.428483.5910081.0364.7185.6244.4454.5583.24
Pest-Thinker-7BParameters=7B2026.0584.776686.3395.7481.970.5987.5888.8954.5582.77
GPT-5-miniAccess=Proprietary2026.0582.127269.9285.1168.9747.0678.435054.5573.34
Pest-Thinker-SFT-7BParameters=7B, Stage=SFT2026.0576.756070.3176.7779.3169.3174.1278.8945.4573
Pest-Thinker-3BParameters=3B2026.0569.546277.7385.1177.5958.8279.7455.5661.1173.92
Qwen3VL-30B-ThinkingParameters=30B, Variant=Reasoning/Thinking2026.0567.6753.4961.4474.4251.3823.0870.8357.1485.7161.97
Qwen2.5VL-72B-InstructParameters=72B, Variant=Instruct2026.0564.6744.6856.4782.9850.8641.1864.4355.5654.5559.06
Qwen2.5VL-32B-InstructParameters=32B, Variant=Instruct2026.0560.935446.8872.3438.7941.1866.015027.2752.62
Pest-Thinker-SFT-3BParameters=3B, Stage=SFT2026.0560.266266.877.2361.2141.1867.9755.5618.1864.14
Qwen3VL-8B-ThinkingParameters=8B, Variant=Reasoning/Thinking2026.0559.5947.6246.0960.8743.6435.2955.3247.0655.5650.51
VisionThink-Efficient-7BParameters=7B, Variant=Efficient2026.0558.944450.7868.0949.1417.6564.0555.5627.2753.78
VisionThink-General-7BParameters=7B, Variant=General2026.0558.284050.7874.4752.5935.2964.7144.4436.3654.6
Vision-SR1-7BParameters=7B2026.0556.294648.0568.0948.2841.1859.4855.5636.3651.92
Qwen3VL-30B-InstructParameters=30B, Variant=Instruct2026.0556.086853.5485.1149.1435.2964.2455.5645.4556.81
Vision-G1-7BParameters=7B2026.0554.973850.7868.0953.4529.4160.1344.4436.3652.74
Qwen2.5VL-7B-InstructParameters=7B, Variant=Instruct2026.0551.663451.9557.4543.9717.6555.5633.3354.5549.48
Qwen3VL-8B-InstructParameters=8B, Variant=Instruct2026.0551.3542.5540.7177.7839.1317.6544.225033.3344.68
Qwen2.5-VL-3B-InstructParameters=3B, Variant=Instruct2026.0545.73239.8463.8340.5211.7643.7938.8918.1842.14
InternVL3-8BParameters=8B, Variant=Vanilla2026.0541.064839.8451.065011.7646.4122.2227.2742.03
InternVL3.5-8BParameters=8B, Variant=Vanilla2026.0537.753037.542.5532.7635.2935.9511.1118.1835.51