diff --git a/benchmarks/avg_compiler_benchmarks_over_time.png b/benchmarks/avg_compiler_benchmarks_over_time.png
index c411f20..dfd6765 100644
Binary files a/benchmarks/avg_compiler_benchmarks_over_time.png and b/benchmarks/avg_compiler_benchmarks_over_time.png differ
diff --git a/benchmarks/latest_compiler_benchmarks_by_circuit.png b/benchmarks/latest_compiler_benchmarks_by_circuit.png
index a5a8561..fafd481 100644
Binary files a/benchmarks/latest_compiler_benchmarks_by_circuit.png and b/benchmarks/latest_compiler_benchmarks_by_circuit.png differ
diff --git a/benchmarks/latest_expval_benchmark_by_compiler.png b/benchmarks/latest_expval_benchmark_by_compiler.png
index d2628d9..b65f58b 100644
Binary files a/benchmarks/latest_expval_benchmark_by_compiler.png and b/benchmarks/latest_expval_benchmark_by_compiler.png differ
diff --git a/benchmarks/results/expval_2025-02-21_21.csv b/benchmarks/results/expval_2025-02-21_21.csv
new file mode 100644
index 0000000..8c33588
--- /dev/null
+++ b/benchmarks/results/expval_2025-02-21_21.csv
@@ -0,0 +1,26 @@
+# Compiler versions: qiskit=1.4.0, cirq=1.4.1, pytket=1.40.0, ucc=0.4.2 # OS: Linux #26~22.04.1-Ubuntu SMP Thu Jul 11 22:33:04 UTC 2024, Architecture: 64bit, CPU Cores: 8
+compiler,circuit_name,observable,expval,absolute_error,relative_error,ideal_expval
+ucc,qaoa_barabasi_albert,ZZZZZZZZZZ,-1.7437351558201308e-06,0.008098073486562062,1.0002153735345967,0.008096329751406242
+qiskit,qaoa_barabasi_albert,ZZZZZZZZZZ,4.684878798699526e-05,0.008049480963419247,0.9942135770867215,0.008096329751406242
+pytket,qaoa_barabasi_albert,ZZZZZZZZZZ,4.684878798699645e-05,0.008049480963419245,0.9942135770867213,0.008096329751406242
+cirq,qaoa_barabasi_albert,ZZZZZZZZZZ,4.684878806294861e-05,0.008049480963343294,0.9942135770773404,0.008096329751406242
+ucc,qft,ZZZZZZZZZZ,6.505213034913027e-19,4.336789322639557e-19,1.999973205463926,2.1684237122734696e-19
+qiskit,qft,ZZZZZZZZZZ,2.2768245622195593e-18,2.0599821909922125e-18,9.499906219123742,2.1684237122734696e-19
+ucc,qv,HOP,-0.4930705980491904,0.12264087927565837,0.19918563124486496,-0.6157114773248488
+qiskit,qv,HOP,-0.5214514405311772,0.09588540977285753,0.15532105320723125,-0.6173368503040347
+pytket,qft,ZZZZZZZZZZ,-7.589415207398531e-19,9.757838919672e-19,4.499968739707914,2.1684237122734696e-19
+ucc,square_heisenberg,ZZZZZZZZZ,0.04475291753159164,0.95524708246841,0.9552470824684085,1.0000000000000016
+cirq,qft,ZZZZZZZZZZ,1.5178830414797062e-18,1.3010406702523593e-18,5.999937479415828,2.1684237122734696e-19
+qiskit,square_heisenberg,ZZZZZZZZZ,0.07860580325637458,0.921394196743627,0.9213941967436255,1.0000000000000016
+pytket,qv,HOP,-0.6114501873662487,0.09660692625880563,0.18764337334629044,-0.514843261107443
+pytket,square_heisenberg,ZZZZZZZZZ,0.00038839342611028866,0.9996116065738913,0.9996116065738897,1.0000000000000016
+cirq,square_heisenberg,ZZZZZZZZZ,0.028044187211763102,0.9719558127882385,0.971955812788237,1.0000000000000016
+cirq,qv,HOP,-0.5951012173040892,0.021214620178699017,0.03442166968375444,-0.6163158374827882
+ucc,qcnn,ZZZZZZZZZZ,-0.0001766335755311934,0.0032003725161868306,0.9476952156040286,-0.003377006091718024
+qiskit,qcnn,ZZZZZZZZZZ,-0.0006837729802561487,0.002693233111461875,0.7975209514921885,-0.003377006091718024
+pytket,qcnn,ZZZZZZZZZZ,-0.000454789650867551,0.002922216440850473,0.8653275598220255,-0.003377006091718024
+cirq,qcnn,ZZZZZZZZZZ,-0.0004547896509797271,0.0029222164407382966,0.8653275597888078,-0.003377006091718024
+ucc,prep_select,ZZZZZZZZZZ,4.445228907190568e-18,6.579926864767058e-18,3.0823690262191517,-2.13469795757649e-18
+qiskit,prep_select,ZZZZZZZZZZ,7.589415207398531e-19,2.893639478316343e-18,1.355526419110587,-2.13469795757649e-18
+pytket,prep_select,ZZZZZZZZZZ,1.0842021724855044e-19,2.2431181748250405e-18,1.0507894884443696,-2.13469795757649e-18
+cirq,prep_select,ZZZZZZZZZZ,1.3519025308939003e-14,1.352116000689658e-14,6333.992103616885,-2.13469795757649e-18
diff --git a/benchmarks/results/gates_2025-02-21_21.csv b/benchmarks/results/gates_2025-02-21_21.csv
new file mode 100644
index 0000000..6151eb5
--- /dev/null
+++ b/benchmarks/results/gates_2025-02-21_21.csv
@@ -0,0 +1,26 @@
+# Compiler versions: qiskit=1.4.0, cirq=1.4.1, pytket=1.40.0, ucc=0.4.2 # OS: Linux #26~22.04.1-Ubuntu SMP Thu Jul 11 22:33:04 UTC 2024, Architecture: 64bit, CPU Cores: 8
+compiler,circuit_name,raw_multiq_gates,compile_time,compiled_multiq_gates
+qiskit,qaoa_barabasi_albert,1176,0.21466374397277832,1176
+pytket,qaoa_barabasi_albert,1176,0.019990921020507812,1176
+ucc,qaoa_barabasi_albert,1176,0.6643919944763184,1176
+qiskit,qft,10050,0.5751338005065918,3244
+ucc,qft,10050,2.0350136756896973,2740
+pytket,qft,10050,0.2833256721496582,5890
+ucc,square_heisenberg,2160,0.44907307624816895,540
+cirq,qaoa_barabasi_albert,1176,10.633859872817993,1176
+qiskit,square_heisenberg,2160,0.37645769119262695,540
+ucc,qv,15000,9.982085466384888,14856
+qiskit,qv,15000,10.963690280914307,14856
+pytket,square_heisenberg,2160,0.13136720657348633,2160
+qiskit,prep_select,9744,1.7467646598815918,9708
+pytket,prep_select,9744,0.30197668075561523,9712
+ucc,qcnn,388,0.17400336265563965,388
+ucc,prep_select,9744,6.66136908531189,9702
+qiskit,qcnn,388,0.08462929725646973,388
+pytket,qcnn,388,0.024007320404052734,388
+cirq,qcnn,388,5.221394300460815,388
+cirq,square_heisenberg,2160,12.680676460266113,540
+pytket,qv,15000,8.439182996749878,15000
+cirq,qft,10050,67.14575862884521,4648
+cirq,prep_select,9744,120.20613861083984,9712
+cirq,qv,15000,228.66658902168274,14856